{"id":"W2331093306","doi":"10.11575/ajer.v61i3.56104","title":"Teacher Supervision Practices and Principals’ Characteristics","year":2015,"lang":"en","type":"article","venue":"University of Calgary","topic":"Collaborative Teaching and Inclusion","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"","keywords":"Disadvantaged; Psychology; Pedagogy; Political science; Humanities; Sociology; Medical education; Medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002253301,0.0001708249,0.0002997829,0.001056986,0.001657946,0.0008641919,0.0003791398,0.000253589,0.003190476],"category_scores_gemma":[0.005772368,0.0002773167,0.0002158696,0.001112954,0.0009204302,0.0003749248,0.0006082533,0.0004293994,0.0003059898],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00236033,"about_ca_system_score_gemma":0.003809125,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.143427,"about_ca_topic_score_gemma":0.2777524,"domain_scores_codex":[0.9981787,0.00044346,0.0001822096,0.0002142486,0.0005844624,0.0003969405],"domain_scores_gemma":[0.9906639,0.001212812,0.003466672,0.0003192039,0.002091993,0.002245414],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004747304,0.00006706927,0.9735414,0.00004850539,0.000009962493,0.0001749694,0.01805411,0.0000572347,0.0004984856,0.00004316982,0.0003632489,0.007094409],"study_design_scores_gemma":[0.000003756452,0.000103105,0.9810933,0.00002571342,0.000003663845,0.0001307285,0.01701987,0.00005391565,0.00007630232,0.000008122676,0.001475477,0.000006064418],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984319,0.0001352206,0.00007910976,0.0001067451,0.000004756165,0.00004067351,0.0001084134,0.000005095705,0.001088074],"genre_scores_gemma":[0.9985595,0.0001513519,0.000142568,0.00001584908,0.000005071794,0.00003717746,0.00009092272,0.000002126224,0.0009954368],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.143427,"threshold_uncertainty_score":0.2851844,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04505673129316184,"score_gpt":0.2990346307430145,"score_spread":0.2539778994498527,"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."}}