{"id":"W208186090","doi":"","title":"Well Facilitated Shoptalk as Democratic Professional Development for Teachers of English Language Learners","year":2007,"lang":"en","type":"article","venue":"Forum on public policy","topic":"Teacher Education and Leadership Studies","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Virtue; Democracy; Control (management); Sociology; Professional development; Pedagogy; Epistemology; Law; Political science; Management; Philosophy; Economics; Politics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002890476,0.0002902696,0.000246165,0.0005770983,0.008200238,0.0076148,0.000994153,0.002680648,0.04472728],"category_scores_gemma":[0.004921431,0.0002250017,0.0002466356,0.0004502819,0.009063937,0.005944534,0.01081617,0.003501982,0.004223885],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004739798,"about_ca_system_score_gemma":0.004488796,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0016492,"about_ca_topic_score_gemma":0.003772239,"domain_scores_codex":[0.9959463,0.002352899,0.00009573445,0.0003663705,0.0005656285,0.0006730585],"domain_scores_gemma":[0.9959286,0.001165655,0.0003050478,0.0003461477,0.0003611879,0.001893497],"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":[0.00008117896,0.000373618,0.001630338,0.00012363,0.000003969557,0.0007834684,0.133907,0.0002534162,0.0006823152,0.7072444,0.06153993,0.0933768],"study_design_scores_gemma":[0.00004098073,0.00009668223,0.001431372,0.0001629759,0.000003749517,0.0003580778,0.0611258,0.0006414854,0.0004688267,0.1214966,0.8141524,0.00002110847],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.06518961,0.001238677,0.01131367,0.03900155,0.001006545,0.0002062377,0.00007201429,0.000359001,0.8816127],"genre_scores_gemma":[0.7094638,0.0004384551,0.004375573,0.003672474,0.0001683933,0.0002570864,0.00005201706,0.0001708617,0.2814014],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.04472728,"threshold_uncertainty_score":0.1496277,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06952738473414442,"score_gpt":0.4019400199609222,"score_spread":0.3324126352267778,"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."}}