{"id":"W2562503611","doi":"","title":"WHAT TO DO? CASE STUDIES FOR EDUCATORS. 3RD REVISED EDITION (Authors: William Hare & John P. Portelli)","year":2004,"lang":"en","type":"article","venue":"McGill Journal of Education / Revue des sciences de l'éducation de McGill","topic":"Teacher Education and Leadership Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Nipissing University","funders":"","keywords":"History","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":[0.01408684,0.003055884,0.002209234,0.00965415,0.00151742,0.005745017,0.00417806,0.003554291,0.03519485],"category_scores_gemma":[0.02097884,0.003311911,0.001407574,0.008348425,0.003600996,0.007975878,0.00360609,0.004776263,0.02420991],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002533812,"about_ca_system_score_gemma":0.00373651,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01269305,"about_ca_topic_score_gemma":0.03127443,"domain_scores_codex":[0.994597,0.002265883,0.001147483,0.0003176069,0.001542563,0.0001295369],"domain_scores_gemma":[0.975405,0.01346258,0.001665951,0.001371064,0.007111756,0.0009836829],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000323934,0.00006637332,0.0002113615,0.001848958,0.00002411524,0.0003417189,0.001284066,0.0003370466,0.0004890569,0.003632575,0.6898576,0.3018746],"study_design_scores_gemma":[0.0000353599,0.00008239532,0.001829422,0.007696755,0.00003986939,0.002141308,0.001837536,0.0003030087,0.0002941124,0.0109188,0.9747703,0.00005121543],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"other","genre_scores_codex":[0.001297867,0.8771889,0.02359455,0.02987481,0.01587321,0.0005841016,0.00203488,0.001535051,0.0480167],"genre_scores_gemma":[0.02078493,0.7388487,0.0650668,0.008987136,0.006858149,0.002251185,0.004497502,0.001267877,0.1514376],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.03519485,"threshold_uncertainty_score":0.1177385,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4598632538356086,"score_gpt":0.5107316308479527,"score_spread":0.05086837701234415,"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."}}