{"id":"W2783757633","doi":"10.1016/j.tate.2017.12.019","title":"The activation of epistemological resources in epistemic communities: District educators’ professional learning as policy enactment","year":2018,"lang":"en","type":"article","venue":"Teaching and Teacher Education","topic":"Educational Assessment and Improvement","field":"Decision Sciences","cited_by":10,"is_retracted":false,"has_abstract":false,"ca_institutions":"Lakehead University","funders":"","keywords":"Professional learning community; Epistemic community; Policy learning; Sociology; Professional development; School district; Pedagogy; Epistemology; Political science; Law; Politics","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":[],"consensus_categories":[],"category_scores_codex":[0.005051797,0.0001296129,0.0001658003,0.0002773026,0.0009306029,0.0001724255,0.0003908683,0.00006903568,0.00008454003],"category_scores_gemma":[0.002846073,0.0000793822,0.00004179626,0.0003368638,0.000259423,0.0002405344,0.0001183404,0.0005611015,0.00001716731],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002460708,"about_ca_system_score_gemma":0.0006678146,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004840651,"about_ca_topic_score_gemma":0.00006937109,"domain_scores_codex":[0.9968534,0.001551145,0.0005712098,0.0002268451,0.0005973416,0.0002000957],"domain_scores_gemma":[0.9968091,0.002226101,0.0004143854,0.0003119963,0.0001674353,0.00007101973],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.00007911011,0.001399158,0.3711934,0.00001612608,0.0000180255,6.527197e-8,0.08020566,0.00000484496,0.0008466165,0.04291841,0.005368134,0.4979504],"study_design_scores_gemma":[0.0002480323,0.0003251326,0.6778421,0.000151013,0.00000810351,0.000005408464,0.1991515,0.0002239587,0.0002244323,0.06399035,0.05765925,0.000170685],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9711127,0.0001211512,0.00006100352,0.01991495,0.000409105,0.000229344,7.727087e-7,0.00001622381,0.008134727],"genre_scores_gemma":[0.9847398,0.00001597755,0.0002241385,0.0003256676,0.0004811059,0.00007062015,0.00001866065,0.00000780807,0.0141162],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4977797,"threshold_uncertainty_score":0.7317648,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0610135229848603,"score_gpt":0.4336320185336468,"score_spread":0.3726184955487865,"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."}}