{"id":"W4404652533","doi":"10.1108/jpcc-05-2024-0072","title":"Collaborative conditions for teacher professional growth: the role of network intentionality and leading curriculum learning efficacy","year":2024,"lang":"en","type":"article","venue":"Journal of Professional Capital and Community","topic":"Innovative Teaching and Learning Methods","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ontario Tech University","funders":"","keywords":"Intentionality; Curriculum; Psychology; Pedagogy; Professional development; Mathematics education; Sociology; Epistemology; Philosophy","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":["sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.006952651,0.0001388098,0.0002851211,0.0001006752,0.001369927,0.00003964016,0.0001819323,0.0001125785,0.0001287144],"category_scores_gemma":[0.0009420743,0.00008303518,0.0001073091,0.0002707224,0.0003697035,0.0001565619,0.0001394768,0.003038663,0.000002010026],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002873968,"about_ca_system_score_gemma":0.0001269536,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004439852,"about_ca_topic_score_gemma":0.000003972327,"domain_scores_codex":[0.9937455,0.005294815,0.0004629219,0.0001059686,0.0002099955,0.0001807858],"domain_scores_gemma":[0.9954556,0.003426793,0.0003800989,0.00009536841,0.0005832429,0.00005888183],"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":[0.00102144,0.002447496,0.1661121,0.0003905687,0.00125857,0.00001155989,0.1440195,0.00006738043,0.006387275,0.6335662,0.01758069,0.02713715],"study_design_scores_gemma":[0.001353688,0.001259361,0.6551427,0.001729362,0.0001848827,0.0002127293,0.1658258,0.0005132971,0.0001049444,0.1601161,0.01327462,0.0002825251],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.991579,0.003971835,0.0005751675,0.001154624,0.001278846,0.0002020703,0.00001982347,0.00001748138,0.001201136],"genre_scores_gemma":[0.996567,0.00001523065,0.0007710821,0.00006796928,0.0003597825,0.00002228976,0.00002078025,0.00001421876,0.002161662],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4890305,"threshold_uncertainty_score":0.9999301,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02740770464952119,"score_gpt":0.401849690786905,"score_spread":0.3744419861373838,"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."}}