{"id":"W2741934528","doi":"10.48075/igepec.v20i2.15705","title":"Proposta de modelo estrutural para interação universidade-empresa: experiência da Universidade Federal do Tocantins & Empresa Trans Kothe","year":2016,"lang":"pt","type":"article","venue":"Informe GEPEC","topic":"Business and Management Studies","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Transport Canada","funders":"","keywords":"Sociology; 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":[0.0006906061,0.0007982805,0.0008598366,0.0006792219,0.001146622,0.001188258,0.002099947,0.0003471372,0.002655032],"category_scores_gemma":[0.0002874824,0.0005332401,0.0004988163,0.0009748467,0.0007486325,0.003181561,0.001170833,0.0003733912,0.00072402],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005256291,"about_ca_system_score_gemma":0.0005732704,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001139775,"about_ca_topic_score_gemma":0.0008009279,"domain_scores_codex":[0.9947352,0.0001555521,0.001077928,0.001033632,0.001481889,0.001515806],"domain_scores_gemma":[0.9968675,0.0004341705,0.0005386119,0.001239173,0.0005094444,0.0004111048],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.003602156,0.0006503423,0.02016592,0.0003617175,0.001572539,0.0004123292,0.1276533,0.001533981,0.002755201,0.02011208,0.1453306,0.6758498],"study_design_scores_gemma":[0.007541879,0.0006021111,0.01519209,0.0009831483,0.0002931203,0.00007304919,0.07615326,0.007071496,0.0006923159,0.002743341,0.8860891,0.002565111],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6891491,0.0007842952,0.2352774,0.02857296,0.002506805,0.001989229,0.0004464562,0.0004168538,0.04085686],"genre_scores_gemma":[0.9381173,0.0006154065,0.0007461861,0.0007258172,0.0001491624,0.00002384479,0.00001268398,0.00004944798,0.05956021],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7407585,"threshold_uncertainty_score":0.9998486,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08522547066113106,"score_gpt":0.3355596282393038,"score_spread":0.2503341575781727,"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."}}