{"id":"W2130606575","doi":"10.26522/tl.v6i1.376","title":"Building teachers’ capacities one teacher at a time within a learning community framework: A retrospective analysis","year":2011,"lang":"en","type":"article","venue":"Teaching and Learning","topic":"Teacher Education and Leadership Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Professional learning community; Literacy; Test (biology); Professional development; Accountability; Learning community; Quality (philosophy); Psychology; Mathematics education; Faculty development; Lesson study; Medical education; Standardized test; Pedagogy; Principal (computer security); Medicine; Political science; Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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":[0.007382988,0.0002555718,0.0003050155,0.00424333,0.003038478,0.002158873,0.000850774,0.0004293247,0.001712701],"category_scores_gemma":[0.02938133,0.0006647726,0.000275376,0.00226211,0.002352965,0.002130846,0.003010953,0.001268753,0.0003970106],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003065984,"about_ca_system_score_gemma":0.003640159,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0210594,"about_ca_topic_score_gemma":0.03129719,"domain_scores_codex":[0.9952283,0.002236551,0.0003993506,0.0004214437,0.0009312116,0.0007831368],"domain_scores_gemma":[0.9782577,0.008091827,0.003036447,0.00242383,0.006819111,0.00137104],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001660845,0.0002766008,0.3799961,0.0001928914,0.0000218902,0.001414614,0.5521501,0.0002267514,0.002056056,0.001867159,0.001279512,0.06035225],"study_design_scores_gemma":[0.000010939,0.0003530164,0.3340943,0.0002265379,0.00004072084,0.001841808,0.6301232,0.0006773363,0.003033811,0.0006428487,0.02888447,0.00007106114],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9938881,0.0001889043,0.001844881,0.0002312737,0.000007620943,0.0001765064,0.0002078711,0.00002980848,0.003425063],"genre_scores_gemma":[0.9969885,0.0001953301,0.0008854223,0.00002682534,0.00000584595,0.0001108468,0.000169696,0.00001615569,0.001601447],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0210594,"threshold_uncertainty_score":0.04187363,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1200044891923641,"score_gpt":0.3542538762624947,"score_spread":0.2342493870701306,"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."}}