{"id":"W3292984","doi":"","title":"Teachmeets: Guerilla CPD","year":2012,"lang":"en","type":"article","venue":"Ontario dentist","topic":"Reflective Practices in Education","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Continuing professional development; Style (visual arts); Pedagogy; Sociology; Professional development; Engineering ethics; Political science; Mathematics education; Computer science; Engineering; Psychology; Art; Visual arts","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001071795,0.000314581,0.0002409599,0.001056836,0.002756912,0.002343559,0.001065862,0.001434353,0.3323618],"category_scores_gemma":[0.00471069,0.0003300671,0.0002513945,0.001214168,0.00150848,0.001461108,0.003349957,0.002035775,0.06496634],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008361762,"about_ca_system_score_gemma":0.01309012,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1532403,"about_ca_topic_score_gemma":0.3349241,"domain_scores_codex":[0.9988434,0.000150668,0.00003902561,0.0001673545,0.0006277008,0.0001716603],"domain_scores_gemma":[0.9960976,0.0004340658,0.000184223,0.00036007,0.0007085426,0.002215493],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001255516,0.0001001117,0.0007920897,0.000189175,0.00000342174,0.0003328277,0.001357113,0.00008155816,0.001349008,0.01021092,0.5931877,0.3922706],"study_design_scores_gemma":[0.00001497197,0.0000150534,0.001177429,0.00004840413,7.832796e-7,0.0001044752,0.0001956804,0.00004692018,0.0001988848,0.0004247097,0.9977673,0.000005329852],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.00840081,0.002564565,0.009172594,0.01942297,0.002294306,0.0005042162,0.002897836,0.01188227,0.9428605],"genre_scores_gemma":[0.02094699,0.001219887,0.00616472,0.001815838,0.0002084758,0.0002107925,0.0007888523,0.001596254,0.9670483],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.3323618,"threshold_uncertainty_score":0.9523049,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03550982079526903,"score_gpt":0.3921396121391413,"score_spread":0.3566297913438722,"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."}}