{"id":"W2169399858","doi":"","title":"AGENTE ADAPTABLE, APRENDIZAJE Y ESTRUCTURA DEL AMBIENTE: UN ENFOQUE ALTERNATIVO","year":2012,"lang":"es","type":"article","venue":"LA Referencia (Red Federada de Repositorios Institucionales de Publicaciones Científicas)","topic":"Auction Theory and Applications","field":"Decision Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec","funders":"","keywords":"Humanities; Geography; Art","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"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":[0.003101812,0.001031811,0.0009925113,0.001077964,0.002312431,0.001164417,0.002406875,0.0009217016,0.0009887854],"category_scores_gemma":[0.002024909,0.0009453855,0.0006604439,0.00258271,0.0001354472,0.002352476,0.0008618246,0.00137724,0.0005546651],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00082696,"about_ca_system_score_gemma":0.0007008523,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004556044,"about_ca_topic_score_gemma":0.00002171474,"domain_scores_codex":[0.990436,0.001465863,0.002054914,0.001612189,0.002563307,0.001867756],"domain_scores_gemma":[0.9927254,0.001172463,0.001495564,0.001904041,0.001049032,0.001653495],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002480725,0.0009571344,0.002833348,0.00005701841,0.0002822875,0.00005295884,0.002002546,0.0002146624,0.002952143,0.9746683,0.002531462,0.01320012],"study_design_scores_gemma":[0.001275851,0.00007818721,0.01667703,0.000160644,0.0002048294,0.001836621,0.001157125,0.0009707616,0.005591664,0.006256398,0.9647778,0.001013038],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4809759,0.006745952,0.1230541,0.03646487,0.01285867,0.003300089,0.001255214,0.001610492,0.3337348],"genre_scores_gemma":[0.9877049,0.0005024963,0.005698326,0.0005314245,0.002284104,0.0003619175,0.0002068627,0.0001142283,0.002595728],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9684119,"threshold_uncertainty_score":0.9999244,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04003019959869515,"score_gpt":0.2973319507637218,"score_spread":0.2573017511650266,"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."}}