{"id":"W7099951295","doi":"","title":"SPECIAL FEATURES/CONTRIBUTIONS SPÉCIALES Paying the Cost: Some Observations on the Problem of Postsecondary Student Attrition","year":2016,"lang":"en","type":"article","venue":"","topic":"Plant Toxicity and Pharmacological Properties","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Attrition; Postsecondary education; Higher education; Sample (material); Data collection","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01467394,0.0002981141,0.0005433842,0.002687243,0.006841558,0.005357174,0.002353187,0.002618475,0.02023312],"category_scores_gemma":[0.06929808,0.0003023755,0.0006323548,0.003715146,0.001875961,0.00297001,0.004424289,0.004260225,0.005168518],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00324407,"about_ca_system_score_gemma":0.005786278,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01341704,"about_ca_topic_score_gemma":0.0186528,"domain_scores_codex":[0.9882998,0.002136435,0.0007378387,0.0006150164,0.005479833,0.002731032],"domain_scores_gemma":[0.9148946,0.01592039,0.01524857,0.008361265,0.02470993,0.02086524],"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":[0.0003043125,0.0007158854,0.2297474,0.0002135609,0.00006726978,0.001069678,0.01587482,0.0003317589,0.001274061,0.01934595,0.401912,0.3291433],"study_design_scores_gemma":[0.00005535907,0.0005531944,0.5407958,0.0003253165,0.00005358677,0.001694386,0.03072743,0.001215679,0.001465666,0.01210534,0.4108418,0.0001663488],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6063407,0.002967065,0.005623015,0.2517034,0.005642604,0.0002962844,0.001450643,0.0008885594,0.1250878],"genre_scores_gemma":[0.8818783,0.001952924,0.001716202,0.02455883,0.003155582,0.0001528893,0.0008146804,0.0003687724,0.08540182],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02023312,"threshold_uncertainty_score":0.07760417,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05684963917166733,"score_gpt":0.294687253483662,"score_spread":0.2378376143119947,"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."}}