{"id":"W6996837270","doi":"","title":"Testing the teacher's report orm syndromes in 20 societies","year":2007,"lang":"en","type":"article","venue":"UWA Profiles and Research Repository (UWA)","topic":"Communication in Education and Healthcare","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Centre for Global Health Research","funders":"","keywords":"MEDLINE; Disease; Identification (biology); Data collection; Perspective (graphical)","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":[0.005126419,0.0001190183,0.0001672559,0.0001982372,0.001050018,0.0001158287,0.0004151697,0.0001800908,0.0001577181],"category_scores_gemma":[0.0004757512,0.00008612717,0.00004643882,0.0005170385,0.000524035,0.00007497843,0.0002009881,0.001109654,0.00003318865],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001395471,"about_ca_system_score_gemma":0.0002806649,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00140664,"about_ca_topic_score_gemma":0.00001269578,"domain_scores_codex":[0.9974425,0.0006431866,0.0005275371,0.0003617437,0.0004678523,0.0005572046],"domain_scores_gemma":[0.9972045,0.001224029,0.0001467853,0.0008868098,0.0003818202,0.0001560511],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009975598,0.0006267371,0.7827736,0.0002910998,0.00009182439,0.0005419154,0.03821433,0.000001289858,0.008934618,0.01408992,0.1196421,0.0346928],"study_design_scores_gemma":[0.0002394537,0.0001126428,0.8581735,0.0001173608,0.000005086918,0.0009111823,0.05793702,0.00003311661,0.002255704,0.0009771269,0.07908991,0.0001479109],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7981066,0.004967063,0.000007404967,0.009633925,0.0005844395,0.0005903423,0.000001860696,0.00006787023,0.1860405],"genre_scores_gemma":[0.9370889,0.00009162252,0.0004674694,0.0001237747,0.0004097029,0.0001948426,0.00001052554,0.00002227374,0.06159091],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1389823,"threshold_uncertainty_score":0.8075992,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2156268519790333,"score_gpt":0.4902700026393764,"score_spread":0.2746431506603432,"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."}}