{"id":"W3135891020","doi":"","title":"CURSO DE FORMACIÓN DE INSTRUCTORES PARA IMPARTIR EL TALLER DE ESCRITURA ACADÉMICA EN INGLÉS “ACADEMIC WRITING”","year":2017,"lang":"es","type":"article","venue":"Gaceta UNAM (2010-2019)","topic":"Education and Teacher Training","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Humanities; Art; Political science","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":[0.009118461,0.0005923655,0.0004925533,0.002546077,0.0185236,0.0123476,0.002276166,0.002538769,0.02177105],"category_scores_gemma":[0.02062041,0.0004631017,0.0004534359,0.002763112,0.008040909,0.004141782,0.009448287,0.004038741,0.004653473],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03972441,"about_ca_system_score_gemma":0.1631428,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.4828883,"about_ca_topic_score_gemma":0.781854,"domain_scores_codex":[0.9893764,0.003136513,0.0003948254,0.001304959,0.003592481,0.002194701],"domain_scores_gemma":[0.9700881,0.003875902,0.001955057,0.001524792,0.01192159,0.01063454],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001742556,0.0003495245,0.04009036,0.001541525,0.00003497481,0.00099076,0.2232281,0.0004944089,0.0090929,0.1098187,0.1976765,0.4165079],"study_design_scores_gemma":[0.00003073344,0.00009695636,0.02590488,0.001110899,0.00003324418,0.0001957037,0.06724646,0.000219605,0.001916285,0.005431023,0.8977558,0.00005832711],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.2174234,0.01126207,0.03765884,0.2084362,0.004805654,0.001867156,0.001165931,0.001494861,0.5158858],"genre_scores_gemma":[0.5840948,0.00845129,0.03090099,0.01408524,0.0009982937,0.0008934296,0.0005168582,0.0004955902,0.3595635],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4828883,"threshold_uncertainty_score":0.9601552,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0657120267258916,"score_gpt":0.4055281313201143,"score_spread":0.3398161045942227,"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."}}