{"id":"W4200427177","doi":"10.22201/cisan.24487228e.2021.2.519","title":"Introducción.","year":2021,"lang":"es","type":"article","venue":"Norteamérica","topic":"Business, Innovation, and Economy","field":"Economics, Econometrics and Finance","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Humanities; Political science; 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":[0.0003818012,0.000308748,0.0007100748,0.0003081852,0.0002560561,0.0003450201,0.0003179651,0.0002682363,0.006141873],"category_scores_gemma":[0.0002329581,0.000426622,0.0002087017,0.00132041,0.00009518553,0.0004770958,0.000157233,0.0003267794,0.006889163],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001688633,"about_ca_system_score_gemma":0.0001832818,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001828267,"about_ca_topic_score_gemma":0.00004533818,"domain_scores_codex":[0.997328,0.00001940164,0.001116295,0.0009224723,0.00005597267,0.0005578577],"domain_scores_gemma":[0.9981092,0.00005431472,0.0005193614,0.0009237013,0.0002733924,0.0001200443],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001401025,0.0004023388,0.8397674,0.0001773217,0.0002087444,0.00004140828,0.0002758298,0.00005693958,0.00003638092,0.1042096,0.04537026,0.009439736],"study_design_scores_gemma":[0.0004379356,0.00002207739,0.3790761,0.00002272882,0.00001429397,0.00002027297,0.00008216484,0.0002885157,0.0001513051,0.002989381,0.6164762,0.0004190245],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7563632,0.008885949,0.002121071,0.005380369,0.00499172,0.0002138522,0.0003041687,0.0001017614,0.221638],"genre_scores_gemma":[0.9813711,0.002465735,0.0009957063,0.001677353,0.001959289,0.00002367512,0.0001954606,0.00006421708,0.01124748],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5711059,"threshold_uncertainty_score":0.9998186,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.024824634459984,"score_gpt":0.2142703072848101,"score_spread":0.1894456728248261,"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."}}