{"id":"W4387272331","doi":"10.37702/2175-957x.cobenge.2023.4354","title":"OAEM OS IMPACTOS DO APOIO INICIAL NA TRAJETÓRIA ACADÊMICA DOS DISCENTES DO DEPARTAMENTO DE ENGENHARIA DE MINAS DA UFOP","year":2023,"lang":"pt","type":"article","venue":"","topic":"Business and Management Studies","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Impact","funders":"","keywords":"Humanities; Physics; Art","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":[0.009808645,0.0004747371,0.0007588569,0.002711373,0.007857234,0.008840818,0.002175283,0.002029828,0.01287681],"category_scores_gemma":[0.07047701,0.0004673871,0.0006228595,0.001875271,0.00451652,0.003070191,0.007100243,0.002452165,0.001529155],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006859053,"about_ca_system_score_gemma":0.01537194,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02255271,"about_ca_topic_score_gemma":0.04532902,"domain_scores_codex":[0.989067,0.003463345,0.000625724,0.0009392626,0.004240106,0.001664618],"domain_scores_gemma":[0.9673392,0.01099302,0.006194897,0.001450352,0.007309725,0.006712829],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.001078369,0.00196265,0.1815885,0.002117548,0.0001327223,0.003929115,0.1754657,0.0009187989,0.002819548,0.01337725,0.03653961,0.5800701],"study_design_scores_gemma":[0.0001060557,0.001929184,0.2974536,0.002092672,0.0001760358,0.001784881,0.2691099,0.0008562431,0.003411265,0.005337251,0.4174965,0.0002464849],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9146796,0.006581564,0.001866103,0.01868099,0.001784221,0.000276877,0.0003981812,0.0002706774,0.05546181],"genre_scores_gemma":[0.9686882,0.00291979,0.0010199,0.0009470843,0.0004799414,0.00008465873,0.0001052373,0.0000782089,0.02567687],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02255271,"threshold_uncertainty_score":0.05187368,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1278836859568749,"score_gpt":0.4125231882877978,"score_spread":0.2846395023309229,"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."}}