{"id":"W2299902115","doi":"","title":"JORGE ORNELAS TABARES, DE LA FACULTAD DE INGENIERÍA, PREMIO NACIONAL DE METALURGIA","year":2005,"lang":"es","type":"article","venue":"Gaceta UNAM (2000-2009)","topic":"Chemical and Environmental Engineering Research","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Humanities; 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","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001310368,0.000537972,0.0004661045,0.0001831006,0.0002486777,0.0004621783,0.001474417,0.0004625825,0.0009154896],"category_scores_gemma":[0.0002799804,0.0005342537,0.0002924334,0.0006124832,0.0003605843,0.0004933801,0.0008055251,0.001108975,0.000826348],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001771814,"about_ca_system_score_gemma":0.0007229547,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002357055,"about_ca_topic_score_gemma":0.00001210242,"domain_scores_codex":[0.9957222,0.0002508697,0.0005026332,0.0008719527,0.0008816595,0.001770666],"domain_scores_gemma":[0.9978644,0.0003504337,0.0001019881,0.0007350847,0.00004453179,0.0009035183],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003466058,0.003638366,0.03443172,0.0009786898,0.0011967,0.0009372073,0.009359048,0.1890546,0.4727012,0.01296216,0.06149594,0.2128979],"study_design_scores_gemma":[0.001725738,0.0001599431,0.05288512,0.0002757608,0.0001199,0.0006595796,0.00004747197,0.293838,0.06830471,0.0007553358,0.5799567,0.00127177],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9370347,0.01029678,0.04268868,0.002331053,0.0002231227,0.000396227,0.0001985947,0.0003584825,0.006472404],"genre_scores_gemma":[0.9626812,0.000955584,0.02585531,0.0004363082,0.0006283802,0.00005423398,0.00003701328,0.00007558026,0.009276411],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5184608,"threshold_uncertainty_score":0.9999978,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009275658992859164,"score_gpt":0.2505962230318697,"score_spread":0.2413205640390106,"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."}}