{"id":"W4385235550","doi":"10.22201/iisue.24486167e.2023.181.61409","title":"Plan de Estudio 2022","year":2023,"lang":"es","type":"article","venue":"Perfiles Educativos","topic":"Business, Innovation, and Economy","field":"Economics, Econometrics and Finance","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Plan (archaeology); Political science; Geography; Archaeology","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","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0007957451,0.0003299447,0.0005800646,0.00074616,0.0004049665,0.0002681522,0.0004606493,0.0002104933,0.005216405],"category_scores_gemma":[0.0002380632,0.0004364879,0.0001471713,0.00164443,0.000141608,0.0003558362,0.0001353834,0.0003098742,0.0125099],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000293183,"about_ca_system_score_gemma":0.0003368995,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000758775,"about_ca_topic_score_gemma":0.00003621929,"domain_scores_codex":[0.9976381,0.00002455821,0.000817512,0.0006972044,0.00005096336,0.0007716567],"domain_scores_gemma":[0.9985657,0.0001530092,0.0004493388,0.0005982897,0.00009109175,0.0001425476],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000090589,0.0001958724,0.8278006,0.0001977953,0.0001183786,0.000004276129,0.002981602,0.00004210273,0.00002153556,0.01680851,0.14983,0.001990257],"study_design_scores_gemma":[0.0002956435,0.00003334913,0.7469968,0.00004910803,0.0000133966,0.000009040898,0.001197282,0.0007609994,0.00005810693,0.003537816,0.2465824,0.0004661148],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9682747,0.002801014,0.00008996826,0.002329278,0.004332484,0.0002937395,0.0005115345,0.0001350125,0.02123229],"genre_scores_gemma":[0.9761003,0.002719281,0.0002229602,0.0007009977,0.002105583,0.0002013112,0.0003223463,0.0000814578,0.01754582],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09675237,"threshold_uncertainty_score":0.9998087,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05025241109374181,"score_gpt":0.2500498702663381,"score_spread":0.1997974591725963,"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."}}