{"id":"W3036703779","doi":"","title":"Helping teachers manage students’ externalizing behaviors by identifying behavioral cusps","year":2020,"lang":"en","type":"article","venue":"Corpus Université Laval (Université Laval)","topic":"Behavioral and Psychological Studies","field":"Psychology","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"","keywords":"Psychology; Mathematics education","routes":{"ca_aff":true,"ca_fund":false,"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":[0.001203467,0.0004255206,0.0004607623,0.0007241526,0.001100034,0.001201816,0.0005750218,0.0005658322,0.001576481],"category_scores_gemma":[0.003899936,0.0001790256,0.0003523177,0.0002205069,0.000624723,0.0007482518,0.00159051,0.00151122,0.0003628171],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005931946,"about_ca_system_score_gemma":0.002254083,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002269208,"about_ca_topic_score_gemma":0.00809048,"domain_scores_codex":[0.9994346,0.0001964355,0.0000361987,0.00006738641,0.0001449872,0.0001202388],"domain_scores_gemma":[0.9983455,0.0004266723,0.0004134906,0.0001175333,0.0002275659,0.0004692438],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0002202373,0.01022943,0.2957264,0.0006954928,0.00006716874,0.0004484529,0.02313265,0.0008582161,0.022803,0.001885113,0.007790128,0.6361436],"study_design_scores_gemma":[0.0002419457,0.003718002,0.9004282,0.001175625,0.0002323281,0.001217769,0.03766598,0.003557605,0.01801446,0.006890781,0.02672774,0.000129599],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9820743,0.0004376455,0.005882212,0.00314528,0.00005922199,0.0002119007,0.00002538291,0.0002553903,0.007908587],"genre_scores_gemma":[0.9788888,0.001029263,0.01630023,0.0004694464,0.00003226296,0.0002133148,0.00006399072,0.00003004103,0.002972678],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002269208,"threshold_uncertainty_score":0.006364584,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08583739133880654,"score_gpt":0.2986876594823398,"score_spread":0.2128502681435333,"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."}}