Emergent Ghosts of the Emotion Machine

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Affect Detection: An Interdisciplinary Review of Models, Methods, and Their Applications (2010, background): “The new evidence, together with progress in complex systems theory, has increased the interest in emergent variable models where emotions do not cause, but rather are caused by, the measured indicators of emotion [65], [66].”
Psychosocial and Psychophysiological Effects of Human-Animal Interactions: The Possible Role of Oxytocin (2012, unknown): “…biophilia (Wilson, 1984), social support theories (Wills, 1991), the polyvagal theory (Porges, 1995, 2007, 2009) and the social baseline model (Coan, 2008, 2010, 2011) by a large body of studies which focus on stress regulation via social support (Wills, 1991) and via bonds within one’s own…”
A Review and Meta-Analysis of Multimodal Affect Detection Systems (2015, background): “MM1 effects, but there is no clear way to assess publication bias with the present A fourth limitation is that the present study is more consistent with an informal meta-analytic approach rather than a more formal meta-analysis procedure.”
Psychological Construction: The Darwinian Approach to the Science of Emotion (2013, background): “The OCC model describes emotion instances as emergent events, and in particular utilizes certain measurement approaches that treat emotions as the linear sum of component parts (e.g., Coan, 2010; but for a concern with this approach, see Barrett, 2011).”