{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.003749649,0.0008019969,0.001079558,0.0007768901,0.00102677,0.00208993,0.001929943,0.0003735921,0.005464594],"category_scores_gemma":[0.001907569,0.0006043326,0.0005546656,0.003109579,0.000351907,0.0008308816,0.001862916,0.0004788696,0.003643968],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002744248,"about_ca_system_score_gemma":0.0003317425,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005694701,"about_ca_topic_score_gemma":0.0005408375,"domain_scores_codex":[0.9926176,0.0004481473,0.001460104,0.001509687,0.001909618,0.002054813],"domain_scores_gemma":[0.9962632,0.001214738,0.0005004221,0.001160316,0.0002795301,0.0005817682],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0008853901,0.00135285,0.09303459,0.0003256936,0.001527578,0.0004263975,0.03345466,0.000318812,0.003999132,0.02906001,0.6047474,0.2308675],"study_design_scores_gemma":[0.01084004,0.001225328,0.3789382,0.001067641,0.002179578,0.00005499618,0.1892173,0.05449402,0.004526307,0.03989425,0.3119355,0.005626795],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9113272,0.003047109,0.03413973,0.02346091,0.005759538,0.003153568,0.0003899298,0.0009067624,0.01781518],"genre_scores_gemma":[0.9804707,0.001517887,0.000349669,0.001075074,0.0004497063,0.0001692864,0.00002564264,0.00007436573,0.01586763],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2928118,"threshold_uncertainty_score":0.9996408,"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."}}