{"id":"W105974138","doi":"10.65005/154230710813694637","title":"An Empirical Study of Students on Academic Probation","year":2010,"lang":"en","type":"article","venue":"Journal of The First-Year Experience & Students in Transition","topic":"Grit, Self-Efficacy, and Motivation","field":"Psychology","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Psychology; Mathematics education; Empirical research; Medical education; Medicine; Mathematics; Statistics","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":[0.005210431,0.0003041643,0.0005877561,0.002129132,0.005417928,0.002692901,0.001082183,0.0009397558,0.003540785],"category_scores_gemma":[0.02657052,0.0003737999,0.0002743226,0.002355142,0.002608968,0.00160268,0.001981468,0.003353594,0.0005595933],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002660847,"about_ca_system_score_gemma":0.005339026,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02902911,"about_ca_topic_score_gemma":0.03854218,"domain_scores_codex":[0.9955724,0.001685682,0.0002540245,0.0002077893,0.001123028,0.001157035],"domain_scores_gemma":[0.9766577,0.009250711,0.004598079,0.0007645653,0.003320794,0.005408138],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001419285,0.005763511,0.8555273,0.0000860453,0.00002468679,0.0004990691,0.1170748,0.0000484431,0.0003117225,0.0011569,0.001285087,0.01808044],"study_design_scores_gemma":[0.00003005556,0.0012065,0.6957991,0.0001236669,0.00001417077,0.0003926261,0.2972282,0.0002388895,0.0003130622,0.0002316766,0.004394183,0.00002785619],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987887,0.00003812473,0.00002469788,0.0001438,0.000003837524,0.00002959748,0.00002276506,7.669078e-7,0.0009477366],"genre_scores_gemma":[0.9989787,0.0001392664,0.00006870327,0.0001232565,0.00000563469,0.00004993676,0.00004231846,0.000001536671,0.0005906899],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02902911,"threshold_uncertainty_score":0.05772024,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03014026085307503,"score_gpt":0.4165122141863781,"score_spread":0.3863719533333031,"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."}}