{"id":"W2075403383","doi":"10.1007/s11165-006-9020-y","title":"Subject, Relationships and Identity: The Role of a Science Department in the Professional Learning of a Non-University Science Educated Teacher","year":2006,"lang":"en","type":"article","venue":"Research in Science Education","topic":"Teacher Education and Leadership Studies","field":"Social Sciences","cited_by":17,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; Lakehead University","funders":"","keywords":"Science education; Subject (documents); Identity (music); Context (archaeology); Pedagogy; Professional development; Professional learning community; Mathematics education; Sociology; Community of practice; Psychology; Library science; Computer science","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":["metaresearch","sts"],"consensus_categories":["sts"],"category_scores_codex":[0.0363963,0.00005321987,0.00007602562,0.001146204,0.002820071,0.0001510631,0.001185089,0.00002860091,0.00001229858],"category_scores_gemma":[0.003334209,0.00003798131,0.00001375051,0.0116527,0.01823438,0.001303478,0.0001521802,0.0005045683,0.000002515707],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000643842,"about_ca_system_score_gemma":0.01512876,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01346906,"about_ca_topic_score_gemma":0.004948479,"domain_scores_codex":[0.996075,0.0009258899,0.0001866642,0.000311855,0.002033961,0.0004666015],"domain_scores_gemma":[0.9982988,0.0005710041,0.0001101184,0.0002107821,0.0007369902,0.00007231352],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00000605677,0.0004188076,0.6337355,0.000006822751,4.855024e-7,1.089405e-7,0.2867712,0.00001167222,0.00426256,0.07185408,0.00007088261,0.002861818],"study_design_scores_gemma":[0.00003465778,0.000009941123,0.5275279,0.00002981676,8.871295e-7,3.667606e-7,0.4686745,0.00008226927,0.0002412447,0.002847062,0.0005256632,0.00002570711],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.974754,0.0002220389,0.000004307299,0.01274474,0.0001764161,0.0004632516,3.020521e-7,0.000004455771,0.01163049],"genre_scores_gemma":[0.9992451,0.00003052024,0.0001239605,0.000009758092,0.0000536722,0.00001902314,4.863634e-7,0.000001717866,0.0005157506],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1819033,"threshold_uncertainty_score":0.9984781,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1658422347606923,"score_gpt":0.4863415113801551,"score_spread":0.3204992766194629,"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."}}