{"id":"W36179668","doi":"","title":"La formación de profesores de español en Quebec: experiencias y balance","year":2006,"lang":"es","type":"article","venue":"Dialnet (Universidad de la Rioja)","topic":"French Language Learning Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Humanities; Manifesto; Sociology; Political science; Art","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":[0.003522055,0.0003813642,0.0004408473,0.0002959661,0.0007105654,0.0004720239,0.0009901962,0.0008820108,0.0006019537],"category_scores_gemma":[0.001005784,0.0004466572,0.0002485943,0.0009065016,0.001121736,0.0006927567,0.0001897613,0.0009287994,0.00009811173],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001417845,"about_ca_system_score_gemma":0.001486058,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1027143,"about_ca_topic_score_gemma":0.01860588,"domain_scores_codex":[0.9917169,0.005574934,0.0002713549,0.0005287573,0.0005994251,0.001308695],"domain_scores_gemma":[0.9966367,0.002203614,0.000296005,0.0004342573,0.00008933154,0.0003400905],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000200744,0.0005024744,0.2184719,0.0002293763,0.0001475164,0.001977223,0.3886029,0.000960959,0.01030745,0.2532918,0.02025108,0.1050565],"study_design_scores_gemma":[0.001763501,0.0001337803,0.2903207,0.0002429954,0.0001545239,0.00005692771,0.06255792,0.002278831,0.002075578,0.00469474,0.6346858,0.001034636],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8248413,0.001010429,0.004416371,0.001195322,0.0002708599,0.0003372205,0.00002162063,0.0002853767,0.1676215],"genre_scores_gemma":[0.9595913,0.0003020693,0.01619289,0.0003038853,0.000905573,0.00003018489,0.00001964031,0.00005943583,0.02259505],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6144348,"threshold_uncertainty_score":0.9997985,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007548986034012564,"score_gpt":0.3045465788795707,"score_spread":0.2969975928455581,"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."}}