{"id":"W7135485753","doi":"","title":"Teachers' perceptions of integrating students with behaviour disorders:Challenges and strategies","year":2007,"lang":"en","type":"article","venue":"Explore Bristol Research","topic":"Behavioral and Psychological Studies","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Wilfrid Laurier University; York University; University of Waterloo","funders":"","keywords":"Perception; Intervention (counseling); Test (biology); Exploratory research; Phase (matter); Behaviour change","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":[],"consensus_categories":[],"category_scores_codex":[0.001544804,0.0001599128,0.0002429364,0.0001716309,0.0002482955,0.00004404569,0.0003189737,0.0001319497,0.0003062409],"category_scores_gemma":[0.0000396967,0.000110861,0.00004467513,0.0002757145,0.0007813913,0.0001175723,0.0001521398,0.0006775726,0.00004499973],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003392399,"about_ca_system_score_gemma":0.00001522908,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008513031,"about_ca_topic_score_gemma":0.002807455,"domain_scores_codex":[0.9979206,0.0002547164,0.0002659081,0.000422331,0.0006140098,0.0005224665],"domain_scores_gemma":[0.9991187,0.0002500959,0.00005790157,0.0002711677,0.0001725137,0.0001296362],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003258869,0.001377302,0.6050993,0.00002184231,0.00007183419,0.00005725712,0.09690291,1.273808e-7,0.0003826254,0.005343272,0.001179801,0.2892379],"study_design_scores_gemma":[0.000354624,0.0008128032,0.6619862,0.00003312559,0.000009570999,0.000007218423,0.3353482,6.564922e-8,0.000006850504,0.0006883037,0.000660109,0.00009287331],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9680791,0.004792717,0.0002011041,0.0004202112,0.00007512637,0.0003126521,0.000005878572,0.00004441174,0.02606873],"genre_scores_gemma":[0.9975149,0.0009076119,0.0003431252,0.000008882052,0.00006064874,0.00009534666,0.00000404379,0.00001948751,0.001045965],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.289145,"threshold_uncertainty_score":0.452078,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4279859755037517,"score_gpt":0.5048240439616206,"score_spread":0.07683806845786895,"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."}}