{"id":"W2246433180","doi":"","title":"VALERIA SOUZA, AL PROGRAMA LEOPOLD LEADERSHIP FELLOW","year":2011,"lang":"en","type":"article","venue":"Gaceta UNAM (2010-2015)","topic":"Environmental and sustainability education","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Political science; Humanities; Philosophy","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":[0.0005558334,0.0003466973,0.0002562166,0.00005518681,0.0002540474,0.00007837261,0.000547169,0.0001897237,0.01768206],"category_scores_gemma":[0.0000615331,0.0003218271,0.0001580156,0.000253718,0.0008040365,0.000516005,0.0002759024,0.0003134899,0.005116494],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004231906,"about_ca_system_score_gemma":0.00003215578,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001098179,"about_ca_topic_score_gemma":0.0003202544,"domain_scores_codex":[0.9973627,0.0001397902,0.0003651349,0.0007528202,0.0005012069,0.0008783894],"domain_scores_gemma":[0.998623,0.00003217531,0.0001359538,0.0008369348,0.00001134585,0.000360566],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001596912,0.002553378,0.6381371,0.0001076912,0.00007132562,0.00003043115,0.01379316,0.00007830097,0.007487273,0.0004299232,0.3092303,0.02792141],"study_design_scores_gemma":[0.0008570393,0.0003522746,0.7629821,0.00002441808,0.00007683087,0.00003554298,0.00902033,0.0002579248,0.004888796,0.003249926,0.217262,0.0009928145],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9599307,0.0002916473,0.0002995775,0.009205937,0.001455348,0.001079589,0.00001030769,0.0002292223,0.0274977],"genre_scores_gemma":[0.9382817,0.00002500712,0.002643768,0.001217993,0.0001137335,0.0001182223,0.00003581436,0.00004943228,0.05751429],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1248449,"threshold_uncertainty_score":0.9999234,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05835021319157788,"score_gpt":0.250050738108538,"score_spread":0.1917005249169601,"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."}}