{"id":"W7066665212","doi":"","title":"From Isolation to Innovation: A Journey from the Past to the Future in a Saskatchewan High School","year":2022,"lang":"en","type":"article","venue":"Scholarship@Western (Western University)","topic":"Teacher Education and Leadership Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Isolation (microbiology); Plan (archaeology); Professional learning community; Social constructivism; Learning organization; Modernization theory; Professional development; Instructional leadership; Collaborative learning","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":[0.002950154,0.0004093901,0.0005928419,0.001516138,0.03413284,0.009593138,0.002277062,0.001893356,0.00332282],"category_scores_gemma":[0.001815316,0.0005624893,0.0004334077,0.00226458,0.01081066,0.004437969,0.01023464,0.005261012,0.0005276031],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04277324,"about_ca_system_score_gemma":0.1012026,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.6266667,"about_ca_topic_score_gemma":0.8896831,"domain_scores_codex":[0.9965866,0.001095718,0.000099039,0.0003183254,0.0005316347,0.001368668],"domain_scores_gemma":[0.9964436,0.0005105085,0.000255924,0.0001193916,0.0004707505,0.00219984],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001165422,0.0008841004,0.06110784,0.0003475873,0.0000301784,0.003810462,0.8323391,0.0003698178,0.002367501,0.01170617,0.008583136,0.0783376],"study_design_scores_gemma":[0.00001137778,0.0002226543,0.03955343,0.0002682621,0.00001708367,0.0002974166,0.9218292,0.000180629,0.0003528713,0.00152357,0.03568988,0.00005360924],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9737998,0.001152585,0.0003527883,0.01296453,0.00008020056,0.00006238489,0.0000586536,0.00001865641,0.01151046],"genre_scores_gemma":[0.9800408,0.00165108,0.0008829564,0.002566323,0.00001427953,0.00008262983,0.0001004024,0.00001923031,0.01464226],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9572268,"threshold_uncertainty_score":0.7510639,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1398562606906014,"score_gpt":0.3612809476007092,"score_spread":0.2214246869101078,"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."}}