{"id":"W2004794004","doi":"10.1111/j.1949-8594.2009.tb17942.x","title":"Development of a Community of Science Teachers: Participation in a Collaborative Action Research Project","year":2009,"lang":"en","type":"article","venue":"School Science and Mathematics","topic":"Teacher Education and Leadership Studies","field":"Social Sciences","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"Brock University","funders":"","keywords":"Action research; Curriculum; Pedagogy; Science education; Community of practice; Professional development; Nature of Science; Community of inquiry; Mathematics education; Sociology; Psychology","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":[0.03846723,0.0007649091,0.001111253,0.002607775,0.02125577,0.01066373,0.003416901,0.004199428,0.002315652],"category_scores_gemma":[0.05281354,0.001125258,0.0005887482,0.001109748,0.0143425,0.007499723,0.01295977,0.005472707,0.0006307846],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003122675,"about_ca_system_score_gemma":0.01245511,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003074057,"about_ca_topic_score_gemma":0.005484974,"domain_scores_codex":[0.9468511,0.04052395,0.0009089755,0.003868936,0.004569039,0.003278086],"domain_scores_gemma":[0.9403779,0.0275964,0.005043192,0.004901045,0.005022975,0.01705844],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0000973615,0.001907626,0.007993496,0.00009604712,0.00001509889,0.0008920095,0.9529262,0.0001745057,0.002194598,0.003120514,0.0008371362,0.02974548],"study_design_scores_gemma":[0.0001815298,0.0007474679,0.003730061,0.0001446742,0.00002450605,0.0009371401,0.9531399,0.001042989,0.001118668,0.003784235,0.03509346,0.00005536155],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9713014,0.0002168063,0.01443219,0.004530645,0.00009828762,0.001399292,0.00002553113,0.00009993135,0.007895833],"genre_scores_gemma":[0.9797679,0.0001987197,0.01557759,0.0004234803,0.0000365798,0.0008351245,0.00003938199,0.00003725999,0.003084054],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03846723,"threshold_uncertainty_score":0.2034366,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5048488862436705,"score_gpt":0.5784595552833356,"score_spread":0.07361066903966507,"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."}}