{"id":"W7141808236","doi":"10.5281/zenodo.19288427","title":"Riscos e aprendizados do moderno universitário","year":2017,"lang":"pt","type":"article","venue":"Open MIND","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":[0.001919078,0.0003507747,0.0004683415,0.002123821,0.001904591,0.002575892,0.0008028073,0.001014864,0.007508665],"category_scores_gemma":[0.01342226,0.0002132065,0.0005808909,0.002142497,0.001266791,0.00144494,0.002455276,0.001844276,0.0007157694],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001621052,"about_ca_system_score_gemma":0.003004441,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01029622,"about_ca_topic_score_gemma":0.01300162,"domain_scores_codex":[0.9982885,0.0006126926,0.0001326726,0.0001569974,0.0004885794,0.0003204858],"domain_scores_gemma":[0.9883134,0.003811614,0.004477227,0.0004033439,0.00107602,0.001918274],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002173425,0.0008651763,0.8730847,0.0005134653,0.0001313919,0.0008319455,0.0145851,0.0003308914,0.0006459926,0.007044827,0.00436545,0.09738379],"study_design_scores_gemma":[0.00001252457,0.0003735842,0.9559541,0.0004488397,0.00009287521,0.0007559601,0.02155355,0.00021362,0.0005224368,0.002300369,0.01772077,0.00005142418],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9740902,0.00483188,0.000217257,0.003780734,0.0001899452,0.00002599936,0.0003747726,0.00003341975,0.01645582],"genre_scores_gemma":[0.9935399,0.002817973,0.0003260886,0.0002329362,0.0002252911,0.0000221758,0.0001124708,0.000008340325,0.002714876],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01029622,"threshold_uncertainty_score":0.02511901,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1836457297448203,"score_gpt":0.4261527828112037,"score_spread":0.2425070530663835,"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."}}