{"id":"W2728034076","doi":"","title":"Focusing on Teacher-Student Interactions Eliminates the Negative Impact of Students' Disruptive Behavior on Teacher Perceptions.","year":2015,"lang":"en","type":"article","venue":"Grantee Submission","topic":"Behavioral and Psychological Studies","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Psychology; Coaching; Intervention (counseling); Educational attainment; Psychological intervention; Perception; Association (psychology); Academic achievement; 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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004474694,0.0003367837,0.0003541908,0.0001174817,0.0003449892,0.00004792136,0.0004231734,0.0001421084,0.001963026],"category_scores_gemma":[0.00009930055,0.0001728851,0.000332115,0.000260239,0.0002601522,0.00008343797,0.0001303255,0.000679024,0.0003826155],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002333108,"about_ca_system_score_gemma":0.00001482684,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000832393,"about_ca_topic_score_gemma":0.00004242142,"domain_scores_codex":[0.9977469,0.0004838934,0.0003980721,0.0004684979,0.0005292317,0.0003733857],"domain_scores_gemma":[0.9988173,0.0001873176,0.0002170638,0.0004454288,0.0001561048,0.0001768476],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00235717,0.01260187,0.8111141,0.000004315703,0.0003234205,0.00004847786,0.06413725,0.00001565484,0.0045454,0.0003675519,0.02098369,0.08350112],"study_design_scores_gemma":[0.001155473,0.00220338,0.97404,0.00009607975,0.0001479035,0.00001327012,0.02109731,0.000002369223,0.0001459921,0.0002453898,0.0006340666,0.0002187518],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9885915,0.000115578,0.00002383167,0.0006822164,0.0007790813,0.0007174929,0.00003576907,0.00006939917,0.008985114],"genre_scores_gemma":[0.9951882,0.00001510174,0.00003006986,0.00009315175,0.0001834758,0.000214882,0.00001244424,0.00002738182,0.004235341],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1629259,"threshold_uncertainty_score":0.9989493,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2265116825815066,"score_gpt":0.4667800336447465,"score_spread":0.2402683510632399,"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."}}