{"id":"W7142284602","doi":"10.5281/zenodo.19288426","title":"Riscos e aprendizados do moderno universitário","year":2017,"lang":"pt","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Evasion and Academic Success Factors","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Wilfrid Laurier University","funders":"","keywords":"","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","sts","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00135077,0.0002602501,0.0002724225,0.0002611812,0.02009997,0.00391195,0.004622548,0.0002906932,0.05446668],"category_scores_gemma":[0.001565885,0.0002865516,0.0001461673,0.0003520491,0.0008924017,0.001181709,0.003040272,0.0007406083,0.02238311],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003508852,"about_ca_system_score_gemma":0.00001924855,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003255586,"about_ca_topic_score_gemma":0.000006132381,"domain_scores_codex":[0.9964667,0.0007850608,0.000328129,0.0007203259,0.0009405373,0.0007592526],"domain_scores_gemma":[0.9973798,0.00004858414,0.0004430921,0.001036246,0.0005398825,0.0005524452],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000151828,0.0003290842,0.0002685369,0.0001124879,0.0001858387,0.0000749953,0.0434769,0.00004112123,0.001504602,0.02599135,0.733155,0.1947083],"study_design_scores_gemma":[0.0006681731,0.000097366,0.001492561,0.0001001767,0.00004183373,0.00001185866,0.009080658,0.0004840776,0.0001197314,0.0003004784,0.9872563,0.000346745],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.07051618,0.0003694372,0.002074091,0.01073018,0.001200816,0.001015687,0.0006663866,0.00118664,0.9122406],"genre_scores_gemma":[0.9645455,0.0009871556,0.00002042175,0.0001497881,0.0004283279,1.341183e-8,0.000234082,0.0009763953,0.03265833],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8940293,"threshold_uncertainty_score":0.9999586,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.103138970022293,"score_gpt":0.3254532033003174,"score_spread":0.2223142332780243,"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."}}