{"id":"W2249237169","doi":"","title":"DESTACAN UNIVERSITARIOS EN CONCURSO EN FRANCIA","year":2008,"lang":"es","type":"article","venue":"Gaceta UNAM (2000-2009)","topic":"Environmental and Ecological Studies","field":"Energy","cited_by":0,"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","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002434671,0.0006539206,0.0008058191,0.0001109494,0.0009770079,0.00004837907,0.000603299,0.0005795432,0.007706459],"category_scores_gemma":[0.0001140301,0.0006055047,0.0003176524,0.0003721341,0.0006593328,0.0002780942,0.0005832976,0.000634791,0.004920731],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001127304,"about_ca_system_score_gemma":0.0001434772,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002863022,"about_ca_topic_score_gemma":0.0008941067,"domain_scores_codex":[0.9965755,0.0003101172,0.0005032425,0.0008241704,0.0004855768,0.001301436],"domain_scores_gemma":[0.9985538,0.0003163033,0.0001844103,0.0005109212,0.00003802447,0.0003965634],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000763543,0.003160532,0.7743469,0.0003395513,0.002654581,0.004293879,0.02707336,0.007471339,0.004304382,0.01569233,0.1004951,0.0594045],"study_design_scores_gemma":[0.001309238,0.0004550249,0.520236,0.00004998152,0.0001620297,0.00005733625,0.001152394,0.0001134596,0.0004091458,0.0002789148,0.475053,0.0007235044],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8939341,0.00692944,0.00006345935,0.001363868,0.0006224958,0.0003694501,0.0001953545,0.0002020251,0.09631982],"genre_scores_gemma":[0.9529682,0.007700395,0.0003559912,0.0008997394,0.0004950109,0.00001772654,0.00006704717,0.00006086674,0.03743497],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3745579,"threshold_uncertainty_score":0.9996396,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01079718791836757,"score_gpt":0.1974442494040073,"score_spread":0.1866470614856398,"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."}}