{"id":"W2804597100","doi":"","title":"A Tale of Organizational Transformation of an Elementary School into a Collegial Setting","year":2017,"lang":"en","type":"article","venue":"2018 Conference of the Canadian Society for the Study of Education","topic":"Teacher Education and Leadership Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Situated; Meaning (existential); Process (computing); Presentation (obstetrics); Organizational structure; Participative decision-making; Pedagogy; Sociology; Knowledge management; Mathematics education; Public relations; Psychology; Computer science; Management; Political science; Medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.008578909,0.000582431,0.0004134596,0.001827204,0.01947549,0.01462125,0.002337131,0.004054879,0.005202912],"category_scores_gemma":[0.01134449,0.0004097551,0.0007748359,0.001416399,0.06342475,0.01494184,0.0120923,0.009640023,0.0007674693],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007332417,"about_ca_system_score_gemma":0.00954563,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00812547,"about_ca_topic_score_gemma":0.008633026,"domain_scores_codex":[0.9898499,0.007305585,0.0001375609,0.0007293448,0.0009524773,0.001025011],"domain_scores_gemma":[0.9933263,0.002393924,0.0004244714,0.001520883,0.0006209955,0.001713436],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.00003655333,0.0001681941,0.002113798,0.000132098,0.00002046707,0.001773877,0.3156195,0.00114299,0.0009610496,0.6469069,0.01095787,0.02016674],"study_design_scores_gemma":[0.00002766631,0.0001766125,0.003145426,0.0003330513,0.00001750933,0.001325561,0.3532823,0.001805009,0.0008676797,0.2913607,0.3475824,0.00007602879],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2167005,0.00291098,0.162181,0.2407616,0.002782231,0.0009400903,0.0001460089,0.0007146839,0.372863],"genre_scores_gemma":[0.947304,0.0006657657,0.02970907,0.004556922,0.000231125,0.0003618996,0.0000576701,0.0001980041,0.01691553],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01947549,"threshold_uncertainty_score":0.05320066,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07513263104853318,"score_gpt":0.362020088823841,"score_spread":0.2868874577753078,"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."}}