{"id":"W2033942594","doi":"10.1080/00131720902991319","title":"Partners in a Learning Organization: A Student-Focused Model of Professional Development","year":2009,"lang":"en","type":"article","venue":"The Educational Forum","topic":"Reflective Practices in Education","field":"Social Sciences","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Curriculum; Professional development; Context (archaeology); Pedagogy; Psychology; Professional learning community; Curriculum development; Mathematics education","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008772262,0.00006186085,0.00007260859,0.00008118231,0.0004930248,0.00002780945,0.0002695374,0.00004167791,0.0001774471],"category_scores_gemma":[0.0008810037,0.0000505214,0.00001477177,0.000572714,0.00008628197,0.0002652666,0.00002584173,0.0001579807,0.0000243671],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002862375,"about_ca_system_score_gemma":0.002474916,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004508279,"about_ca_topic_score_gemma":0.0001264193,"domain_scores_codex":[0.9988115,0.0002264735,0.000216324,0.0001251752,0.0004378436,0.0001826693],"domain_scores_gemma":[0.9991707,0.0002756545,0.0001703639,0.00009058426,0.0002536967,0.00003902985],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.0000270223,0.001390546,0.2837218,0.000005153016,0.00001949501,6.763471e-8,0.2671963,0.00709758,0.0007427257,0.4267436,0.002451348,0.01060434],"study_design_scores_gemma":[0.000504559,0.00005152681,0.7783908,0.0000859928,0.00001877722,0.00000112021,0.08515403,0.0008005297,0.001170288,0.09669515,0.0368125,0.0003147086],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9012712,0.0000622864,0.0002331674,0.06625748,0.0006655872,0.0003306479,3.339443e-7,0.00001850793,0.03116074],"genre_scores_gemma":[0.9873997,0.00001377534,0.002598027,0.0002861976,0.0001202449,0.00003021121,0.00001078212,0.000005633986,0.009535404],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.494669,"threshold_uncertainty_score":0.4390394,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04251370670159865,"score_gpt":0.4395545172958857,"score_spread":0.397040810594287,"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."}}