{"id":"W20436683","doi":"10.1371/journal.pone.0010347","title":"Apoteosis de la mediocridad","year":2009,"lang":"en","type":"article","venue":"Catedra Nova","topic":"Galician and Iberian cultural studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Center for Research Resources; National Institute of General Medical Sciences; National Institute of Diabetes and Digestive and Kidney Diseases; National Cancer Institute; Canadian Institutes of Health Research","keywords":"Computer science","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002937207,0.00006489076,0.00009051921,0.0000211572,0.0003121737,0.00006978522,0.0001446164,0.00007510701,0.0002766419],"category_scores_gemma":[0.0002008301,0.00005409788,0.00004233674,0.0002402422,0.000187706,0.00008867095,0.00001020521,0.00008044421,0.0001787956],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007786755,"about_ca_system_score_gemma":0.00004971871,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007870641,"about_ca_topic_score_gemma":0.0002162224,"domain_scores_codex":[0.9993197,0.00009430345,0.00007841356,0.0001056299,0.0001461879,0.0002557336],"domain_scores_gemma":[0.9997345,0.00003686458,0.00002509,0.00006624698,0.0000489793,0.00008835139],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002494748,0.0001853814,0.005727508,0.00001008947,0.00007308793,0.00006676983,0.0922466,0.000005008952,0.01538484,0.1673472,0.5415486,0.1773801],"study_design_scores_gemma":[0.0001836488,0.00003596077,0.08504827,0.00001441061,0.00001572798,0.000003236454,0.004334849,0.000002146439,0.001468137,0.004713988,0.9039969,0.0001826918],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.281437,0.0004979329,0.00002305181,0.01958999,0.0002648584,0.00008794489,0.000001966182,0.0001597087,0.6979375],"genre_scores_gemma":[0.9936913,0.0001867693,0.0001598391,0.001539865,0.0003221115,0.000001574253,0.00000152719,0.000003246467,0.004093769],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7122542,"threshold_uncertainty_score":0.3029034,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0285777859785368,"score_gpt":0.3606297003765014,"score_spread":0.3320519143979646,"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."}}