{"id":"W3200267847","doi":"10.22201/fq.18708404e.2021.4.80334","title":"El impacto del trabajo de Mario Molina en los programas y materiales educativos de educación media y media superior en México","year":2021,"lang":"es","type":"article","venue":"Educación Química","topic":"Science, Technology, and Education in Latin America","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Humanities; 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","sts","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00247371,0.0009197602,0.001104309,0.0009074609,0.001211902,0.001082038,0.002301547,0.001195369,0.007750547],"category_scores_gemma":[0.007532365,0.0009561736,0.0004824733,0.004559085,0.003369134,0.000679416,0.0004019703,0.001187247,0.0005400756],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00201224,"about_ca_system_score_gemma":0.01898932,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005524646,"about_ca_topic_score_gemma":0.001166833,"domain_scores_codex":[0.9913166,0.001787205,0.001199951,0.001606542,0.001199478,0.002890227],"domain_scores_gemma":[0.9936709,0.002267673,0.0005383103,0.001366973,0.000547344,0.001608793],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001845094,0.0064747,0.1926766,0.0004839998,0.0004430123,0.000115439,0.5116451,0.00001221985,0.03111467,0.03687499,0.04935909,0.1706157],"study_design_scores_gemma":[0.0008404281,0.0003357894,0.3263637,0.0006610221,0.0005292025,0.0004867253,0.3316311,0.00005763493,0.03017983,0.01793502,0.2884885,0.002491069],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9261928,0.001884168,0.00004738129,0.05065902,0.01339921,0.0008145797,0.0002517363,0.0004388346,0.006312268],"genre_scores_gemma":[0.970217,0.003291221,0.01546349,0.00100256,0.007601858,0.0004624671,0.0001659811,0.0001354293,0.001660007],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2391294,"threshold_uncertainty_score":0.9999549,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01747141771078858,"score_gpt":0.3441600091683341,"score_spread":0.3266885914575455,"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."}}