{"id":"W2923765519","doi":"10.1163/25902547-00101012","title":"Teacher Professional Collaboration in China: Practices and Issues","year":2019,"lang":"en","type":"article","venue":"Beijing international review of education","topic":"Teacher Education and Leadership Studies","field":"Social Sciences","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Professional development; Context (archaeology); China; Pedagogy; Teacher education; Professional learning community; Faculty development; Christian ministry; Medical education; Political science; Psychology; Sociology; Public relations; 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":[0.005908696,0.0002494531,0.0004800631,0.002725633,0.005923716,0.003480544,0.001206614,0.00109298,0.001293735],"category_scores_gemma":[0.004947226,0.0002491308,0.000305307,0.009820397,0.003025629,0.002570546,0.003086273,0.0006975663,0.0001013126],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009280316,"about_ca_system_score_gemma":0.02353537,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1011418,"about_ca_topic_score_gemma":0.101415,"domain_scores_codex":[0.9953895,0.0013246,0.000492107,0.0004961057,0.001383001,0.0009146981],"domain_scores_gemma":[0.9954742,0.001426734,0.001153036,0.0003297744,0.0009457349,0.0006706213],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00009681327,0.0001623921,0.2768568,0.003324628,0.00006783634,0.002980583,0.3313535,0.0007339324,0.001151427,0.04856788,0.006717893,0.3279863],"study_design_scores_gemma":[0.00003147985,0.0002008419,0.654438,0.001985004,0.0000741663,0.001996122,0.2286416,0.001403656,0.0007786695,0.008565765,0.101765,0.0001197519],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8991774,0.05579641,0.0008121944,0.01835648,0.0001763629,0.00006808986,0.0001183439,0.00003092242,0.02546393],"genre_scores_gemma":[0.9823434,0.01525244,0.0003715908,0.0004827633,0.00004817586,0.00004616791,0.00004667548,0.000004948196,0.001403887],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1011418,"threshold_uncertainty_score":0.2011061,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0716310476903167,"score_gpt":0.5150546543017184,"score_spread":0.4434236066114017,"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."}}