{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002608897,0.0004529186,0.0006510458,0.003265327,0.002245285,0.003080305,0.0009692402,0.001101278,0.009217258],"category_scores_gemma":[0.01576462,0.0002764303,0.0008041361,0.003868108,0.001679326,0.00179894,0.003196376,0.00227097,0.001100358],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002187357,"about_ca_system_score_gemma":0.003384718,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01202355,"about_ca_topic_score_gemma":0.01105933,"domain_scores_codex":[0.9972855,0.001017495,0.0002264625,0.0002382991,0.0007354218,0.0004968235],"domain_scores_gemma":[0.9865783,0.004376398,0.004831286,0.0006595418,0.001379636,0.00217484],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002947836,0.001052178,0.8225327,0.0006809738,0.000199733,0.0007845304,0.01782368,0.0006834132,0.0006155542,0.01418255,0.006135648,0.1350143],"study_design_scores_gemma":[0.00002165957,0.0004369239,0.9369282,0.0005471496,0.0001361593,0.001100447,0.02250664,0.0005150164,0.0006897227,0.004292522,0.03273506,0.00009053986],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9574875,0.006483776,0.0004210309,0.004109777,0.0002257312,0.00004695078,0.0008691195,0.00007394938,0.03028223],"genre_scores_gemma":[0.9926983,0.002886545,0.0004200509,0.0001643947,0.0002531093,0.00003222911,0.0002234717,0.00001846253,0.003303468],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01202355,"threshold_uncertainty_score":0.03083479,"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."}}