{"id":"W2915022169","doi":"10.1037/emo0000574","title":"Personality and opponent processes: Shyness, sociability, and visual afterimages to emotion.","year":2019,"lang":"en","type":"article","venue":"Emotion","topic":"Cultural Differences and Values","field":"Psychology","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"Social Sciences and Humanities Research Council of Canada; Natural Sciences and Engineering Research Council of Canada; Canadian Institutes of Health Research","keywords":"Psychology; Shyness; PsycINFO; Personality; Facial expression; Developmental psychology; Social psychology; Anxiety; Communication","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004838804,0.0002684964,0.0001569429,0.0005289103,0.0003209849,0.0006186073,0.000228266,0.0003474415,0.00410078],"category_scores_gemma":[0.004000882,0.0001421835,0.000282595,0.0003683169,0.0004497834,0.0005535181,0.0005592105,0.0006110869,0.0001945189],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00021524,"about_ca_system_score_gemma":0.0001557645,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001958587,"about_ca_topic_score_gemma":0.005339813,"domain_scores_codex":[0.9998154,0.0000586136,0.00002209894,0.00002534113,0.000055099,0.00002353607],"domain_scores_gemma":[0.9972011,0.0006138133,0.001600821,0.0001126961,0.00008819448,0.0003833863],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002144784,0.0001396697,0.987566,0.00003199016,0.00006875168,0.0001166321,0.000719278,0.00003415879,0.0008817007,0.00009415603,0.0001602724,0.009972886],"study_design_scores_gemma":[0.000002276377,0.0000363529,0.9993242,0.000007756665,0.000009880267,0.0001008639,0.0002580578,0.00009566057,0.00006071563,0.00004875735,0.00005380112,0.000001688824],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984536,0.0001710223,0.00005630765,0.00008211049,0.000004929313,0.0000053907,0.00005532657,0.000001764236,0.00116954],"genre_scores_gemma":[0.9993875,0.0001115752,0.00009511842,0.00002742626,0.00001149808,0.000008883561,0.00007041822,0.000001011952,0.0002864632],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00410078,"threshold_uncertainty_score":0.01371843,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05049668213663645,"score_gpt":0.3660566875203149,"score_spread":0.3155600053836785,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}