{"id":"W3151952160","doi":"10.1177/2167702620978616","title":"Emotion Regulation Diversity in Current and Remitted Depression","year":2021,"lang":"en","type":"article","venue":"Clinical Psychological Science","topic":"Child and Adolescent Psychosocial and Emotional Development","field":"Psychology","cited_by":31,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"Social Sciences and Humanities Research Council of Canada; Alberta Innovates - Health Solutions","keywords":"Diversity (politics); Depression (economics); Flexibility (engineering); Psychology; Clinical psychology; Diversity index; Biology; Ecology; Statistics; Mathematics","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001207464,0.00009364228,0.0001644828,0.00005547625,0.0003137311,0.00003194356,0.0001977501,0.0001231457,0.0005446944],"category_scores_gemma":[0.0003428264,0.00007357025,0.00005999052,0.000648008,0.0005151476,0.0001128245,0.0003206221,0.0003224162,0.00009384359],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003412525,"about_ca_system_score_gemma":0.00002482634,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005181109,"about_ca_topic_score_gemma":0.000004771687,"domain_scores_codex":[0.9980801,0.0001853551,0.0003834616,0.0007859993,0.0002932947,0.0002717689],"domain_scores_gemma":[0.9993332,0.000119135,0.00007981929,0.0001964994,0.00008118565,0.0001901783],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005766861,0.0008812905,0.7141389,0.00000361378,0.000001913733,0.0000134442,0.0001624238,6.550324e-7,0.0001754821,0.003908547,0.001624176,0.2790318],"study_design_scores_gemma":[0.0007233624,0.00003968489,0.9838698,0.00007388855,0.000002779762,0.00001011959,0.00005510612,0.00001778756,0.000008186135,0.01211465,0.002977717,0.000106956],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9818665,0.0003696998,0.0003334658,0.001455289,0.00280271,0.0001021692,0.000001729768,0.00003348913,0.01303491],"genre_scores_gemma":[0.9982212,0.0002624566,0.0002138696,0.0008036303,0.0001823165,0.000001928697,0.000006994054,0.000002261971,0.0003053926],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2789249,"threshold_uncertainty_score":0.5964022,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1554555325267354,"score_gpt":0.4533415521803857,"score_spread":0.2978860196536502,"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."}}