{"id":"W4234942486","doi":"10.4000/laboreal.3852","title":"Novato: ¿una categoría homogénea?","year":2015,"lang":"es","type":"article","venue":"Laboreal","topic":"Organizational Management and Innovation","field":"Business, Management and Accounting","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Cegep de Sept Iles","funders":"","keywords":"Humanities; Philosophy","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","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004458432,0.0003161283,0.0002596725,0.0004246739,0.0001833611,0.001125055,0.0003938428,0.0001491094,0.0006294855],"category_scores_gemma":[0.0002378038,0.0003201272,0.00004969526,0.002986491,0.00008046746,0.002074443,0.0003431185,0.000182985,0.004129103],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008535161,"about_ca_system_score_gemma":0.00007423857,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007431334,"about_ca_topic_score_gemma":0.000042689,"domain_scores_codex":[0.998104,0.00001305734,0.0004477464,0.0004090373,0.0006031796,0.0004229635],"domain_scores_gemma":[0.9979858,0.00001433155,0.0003241022,0.0003534687,0.00128713,0.00003511623],"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":[0.00003379969,0.0001107613,0.0980878,0.0002070992,0.00005318574,0.00001530584,0.00004026634,0.00001891879,0.00007626128,0.6542108,0.2445152,0.002630595],"study_design_scores_gemma":[0.001362223,0.00003078164,0.1173965,0.00009582561,0.0001243656,0.000001375624,0.0002794384,0.001756609,0.0001123697,0.01401679,0.8642544,0.0005692635],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3678477,0.0005097842,0.0008710242,0.01700094,0.003885614,0.0007260182,0.00005076786,0.0005844609,0.6085237],"genre_scores_gemma":[0.9843376,0.00003380482,0.0001718325,0.004349772,0.00482363,0.00001039463,0.0009857506,0.00007904154,0.005208197],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6401941,"threshold_uncertainty_score":0.9999251,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01980006068067154,"score_gpt":0.2367396231317604,"score_spread":0.2169395624510889,"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."}}