{"id":"W2918020303","doi":"10.18357/jcs.v44i1.18785","title":"Learning Collectives With/In Sites of Practice: Beyond Training and Professional Development","year":2019,"lang":"en","type":"article","venue":"Journal of Childhood Studies","topic":"Innovative Education and Learning Practices","field":"Social Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Capilano University","funders":"","keywords":"General partnership; Professional development; Facilitation; Pedagogy; Professional learning community; Politics; Institution; Sociology; Quality (philosophy); Psychology; Political science; Epistemology; Social science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.02063756,0.0005051223,0.0005933701,0.00255478,0.009899433,0.01710155,0.003174451,0.003691974,0.01147951],"category_scores_gemma":[0.02133366,0.0004719844,0.0005163099,0.00148863,0.04476123,0.01657334,0.02049767,0.00302563,0.001147778],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00502034,"about_ca_system_score_gemma":0.01323319,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003425122,"about_ca_topic_score_gemma":0.006574366,"domain_scores_codex":[0.9849183,0.01095502,0.000296681,0.001185487,0.001485197,0.001159325],"domain_scores_gemma":[0.9706969,0.0138271,0.001663975,0.005100623,0.00168927,0.007022151],"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":[0.00002711156,0.0002259699,0.007061321,0.0003656986,0.00001944789,0.0005217346,0.3042017,0.0006692736,0.0004703648,0.5244405,0.004556462,0.1574405],"study_design_scores_gemma":[0.00004718057,0.0003004436,0.00513745,0.0009350475,0.00002045854,0.0007979965,0.3210981,0.001480449,0.0007288132,0.2921899,0.3772204,0.00004378509],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2533836,0.004656984,0.1076934,0.05569578,0.0006614929,0.0007453753,0.00005986767,0.0003500294,0.5767536],"genre_scores_gemma":[0.9504458,0.001103006,0.02341415,0.0007215664,0.000121134,0.0002817788,0.00002440246,0.00008397065,0.02380417],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02063756,"threshold_uncertainty_score":0.1091431,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05243320249862088,"score_gpt":0.414858630676783,"score_spread":0.3624254281781621,"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."}}