{"id":"W179233537","doi":"","title":"THE DEVELOPMENT OF AN ONTARIO TEACHING EVALUATION TOOLKIT","year":2014,"lang":"en","type":"article","venue":"ICERI2014 Proceedings","topic":"Technology-Enhanced Education Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Computer science; Process management; Business","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":[0.09026402,0.000794062,0.001106393,0.006945673,0.006538769,0.00783444,0.003542167,0.001042995,0.0114527],"category_scores_gemma":[0.1266567,0.001415425,0.001039286,0.006715533,0.002211836,0.00517072,0.00898084,0.002231465,0.004822744],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.07661545,"about_ca_system_score_gemma":0.2487347,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.7608331,"about_ca_topic_score_gemma":0.9079537,"domain_scores_codex":[0.9327732,0.03239041,0.00869647,0.002322188,0.02080424,0.003013466],"domain_scores_gemma":[0.7632127,0.05110576,0.008283872,0.01707412,0.1463971,0.0139263],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0008869009,0.0009308968,0.02662041,0.002558176,0.0001455436,0.0003628695,0.03269157,0.004750837,0.004438169,0.01947373,0.2248993,0.6822416],"study_design_scores_gemma":[0.0005123283,0.0004934589,0.06114384,0.004016649,0.0001858224,0.0001715043,0.02084371,0.0130819,0.005719967,0.007989405,0.885287,0.0005544722],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"methods","genre_scores_codex":[0.143516,0.002823609,0.31363,0.03527506,0.001280441,0.06271654,0.03147869,0.03555448,0.3737252],"genre_scores_gemma":[0.2470361,0.002310919,0.5771068,0.001629048,0.0001136645,0.04069657,0.017978,0.004385193,0.1087438],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.7608331,"threshold_uncertainty_score":0.5558866,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03950449191582726,"score_gpt":0.3625089038739645,"score_spread":0.3230044119581372,"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."}}