{"id":"W6990014597","doi":"","title":"Conflict Dynamics in Mother-Child and Sibling Dyads: The Interplay Between Observed Behavior and Emotional Expression and Links with Children’s Socioemotional Development","year":2020,"lang":"en","type":"dissertation","venue":"Spectrum Research Repository (Concordia University)","topic":"Attachment and Relationship Dynamics","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Socioemotional selectivity theory; Social relation; Emotional expression; Observational study; Affect (linguistics); Expression (computer science)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001716892,0.0002609675,0.0003872167,0.0008176402,0.001154235,0.001050964,0.0005580492,0.0003394407,0.0009000581],"category_scores_gemma":[0.004482912,0.0003269681,0.0002497163,0.0005337404,0.0006247072,0.0005286643,0.00130473,0.0005325322,0.0001497293],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001006118,"about_ca_system_score_gemma":0.0006882066,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02141547,"about_ca_topic_score_gemma":0.05576628,"domain_scores_codex":[0.9989271,0.0005251945,0.00006755198,0.0001651066,0.0001871658,0.0001279452],"domain_scores_gemma":[0.9982123,0.0005003848,0.0006181963,0.000108276,0.0002922992,0.0002685226],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001187642,0.0001750769,0.937536,0.00006196438,0.00006000469,0.0005164437,0.04797363,0.00005652191,0.003930339,0.0001325296,0.0001914051,0.009247381],"study_design_scores_gemma":[0.000004099869,0.0001140676,0.976577,0.00001905556,0.00001609985,0.0003945326,0.02126692,0.0001006564,0.0006922566,0.00005430474,0.0007450001,0.00001605989],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993207,0.0001181449,0.0001407009,0.00001633057,0.000001297002,0.000008867596,0.00005166441,0.000001670364,0.0003405922],"genre_scores_gemma":[0.9988243,0.0001773719,0.0004811096,0.00001671229,0.000002447872,0.00003866951,0.0001625532,0.000002067639,0.000294738],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02141547,"threshold_uncertainty_score":0.04258162,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03828890958654128,"score_gpt":0.3468729012068515,"score_spread":0.3085839916203102,"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."}}