{"id":"W2794608932","doi":"10.20381/ruor-14829","title":"Teachers' competency tests in Ontario: A survey of teachers' opinions.","year":2002,"lang":"en","type":"dissertation","venue":"uO Research (University of Ottawa)","topic":"Education Systems and Policy","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Psychology; Medical education; Mathematics education; Pedagogy; Medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001620124,0.0001333284,0.0001793192,0.0009680073,0.002622023,0.00093411,0.0003782821,0.0003412975,0.001961268],"category_scores_gemma":[0.007596071,0.0003296967,0.0002256187,0.002163406,0.000902524,0.0005132116,0.0006702988,0.0004849848,0.0003366913],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01305591,"about_ca_system_score_gemma":0.01576686,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9325585,"about_ca_topic_score_gemma":0.966771,"domain_scores_codex":[0.9981506,0.0002237013,0.0001696956,0.00009806459,0.001033616,0.0003242401],"domain_scores_gemma":[0.9934211,0.001081716,0.001405441,0.0001027441,0.00297711,0.001011904],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001219198,0.00009787783,0.8261312,0.0002838064,0.00001930018,0.0005875967,0.1286929,0.00007259491,0.001002435,0.0002907027,0.009245198,0.03345437],"study_design_scores_gemma":[0.00000645753,0.0000632655,0.9068763,0.00007396626,0.000007605682,0.00008066231,0.07891738,0.00009209097,0.0001180969,0.00002156509,0.01373027,0.00001236825],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9877117,0.0005224306,0.00007629037,0.001242208,0.00001735713,0.00007562683,0.0009561267,0.000007189788,0.009391168],"genre_scores_gemma":[0.9913191,0.00134646,0.0001549069,0.0004107138,0.000008249413,0.00008142478,0.0005124743,0.000007641469,0.006158968],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9869441,"threshold_uncertainty_score":0.1356773,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1365160015158893,"score_gpt":0.4063512505216248,"score_spread":0.2698352490057355,"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."}}