{"id":"W7053142939","doi":"","title":"Teacher Professional Induction in Quebec and Colombia: What can we share and learn?","year":2019,"lang":"es","type":"article","venue":"Vitae (Universidad de Antioquia)","topic":"thermodynamics and calorimetric analyses","field":"Chemistry","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Professional development; Work (physics); Class (philosophy); Agency (philosophy); Government (linguistics)","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001630216,0.0002472211,0.000352932,0.0003668251,0.0001486434,0.0002811165,0.0001636634,0.0004626761,0.0008754443],"category_scores_gemma":[0.00002672674,0.0002822876,0.00007692763,0.0005368376,0.0001359385,0.0008042778,0.000203912,0.0005507267,0.00003270166],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003139079,"about_ca_system_score_gemma":0.0002127784,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008594153,"about_ca_topic_score_gemma":0.00409385,"domain_scores_codex":[0.9986092,0.00007994544,0.0001807621,0.0005241757,0.0002333525,0.0003725826],"domain_scores_gemma":[0.9992878,0.00009201387,0.0001597198,0.0002440309,0.00006473895,0.0001516582],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004701208,0.0007444124,0.644527,0.001346878,0.0005802146,0.0002594768,0.009875865,0.00004607296,0.1832411,0.005578594,0.001869109,0.1514611],"study_design_scores_gemma":[0.005552206,0.0003031522,0.7564515,0.002805163,0.0004350336,0.00008274044,0.2090642,0.009640735,0.002169132,0.0009210415,0.01102552,0.001549557],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9929613,0.003353566,0.000007768763,0.001915231,0.0001947843,0.0001626695,0.00004171359,0.00003055112,0.001332395],"genre_scores_gemma":[0.9644628,0.003365349,0.00002768826,0.00006916076,0.00008599454,0.000002453897,0.00005433203,0.00003154538,0.03190064],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1991884,"threshold_uncertainty_score":0.9999629,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009439538178482476,"score_gpt":0.2464357563777757,"score_spread":0.2369962181992933,"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."}}