{"id":"W4408529998","doi":"10.1590/scielopreprints.11493","title":"CULTURA DE LAS PROFESIONES EN LA EMPRESA ASTILLEROS DEL ORIENTE. CONSIDERACIONES TEÓRICO METODOLÓGICAS","year":2025,"lang":"en","type":"preprint","venue":"","topic":"Organizational Management and Innovation","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"ASTER","funders":"","keywords":"Humanities; Sociology; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001438887,0.0004033306,0.0002529643,0.001443588,0.00284742,0.003874311,0.0006167811,0.000501591,0.002164274],"category_scores_gemma":[0.0015379,0.0002028645,0.000149401,0.001851843,0.002599478,0.001158933,0.001670106,0.0007873208,0.0001655781],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008053271,"about_ca_system_score_gemma":0.004541035,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2303111,"about_ca_topic_score_gemma":0.2939034,"domain_scores_codex":[0.9993424,0.0002505006,0.00001753735,0.00006195371,0.0000784876,0.0002491302],"domain_scores_gemma":[0.9994047,0.0001332305,0.0001839071,0.00004936722,0.0001372448,0.00009154064],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0005134933,0.0002176025,0.31481,0.001226552,0.00007306208,0.004983285,0.2337516,0.0005478716,0.003345527,0.1387803,0.009746074,0.2920047],"study_design_scores_gemma":[0.0000199365,0.00008671202,0.4434375,0.000823075,0.00005322878,0.001118887,0.3343958,0.0003395666,0.0006269073,0.004499202,0.2145603,0.00003871342],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.9221382,0.01515605,0.0003813638,0.005469287,0.0001687671,0.00003638943,0.0001703229,0.00001451587,0.05646513],"genre_scores_gemma":[0.989159,0.003655502,0.0002695107,0.0001818231,0.00003897477,0.00001776799,0.00006110185,0.000005093247,0.006611083],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.2303111,"threshold_uncertainty_score":0.4579411,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01947787975532483,"score_gpt":0.2622582599826179,"score_spread":0.242780380227293,"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."}}