{"id":"W4244327884","doi":"10.32920/ryerson.14644740.v1","title":"Peer Mentoring Canadian University Student-Athletes: An Analysis of NCAA Division I Academic Mentoring Program Handbooks","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Athletic Training and Education","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University","funders":"National Collegiate Athletic Association","keywords":"Athletes; Reputation; Psychology; Disadvantage; Medical education; Higher education; College athletics; Sociology; Political science; Medicine; Physical therapy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001907565,0.0003090813,0.000712144,0.000758472,0.000740999,0.00003972733,0.0006142452,0.0008159595,0.0007646585],"category_scores_gemma":[0.0001820269,0.0003245366,0.0002514826,0.0006228096,0.0000549551,0.0001310929,0.0005991066,0.001873701,0.00001120917],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001824146,"about_ca_system_score_gemma":0.002731921,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.2536037,"about_ca_topic_score_gemma":0.1584647,"domain_scores_codex":[0.9963454,0.0006023598,0.0006844644,0.0007635346,0.000784977,0.0008192452],"domain_scores_gemma":[0.9970462,0.0001829824,0.0004800324,0.0008046234,0.0007435671,0.0007426114],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001432263,0.0002194332,0.7322878,0.0003684538,0.001942845,0.00001101506,0.2265252,0.001381284,0.0001519121,0.0004780664,0.0007352548,0.03588441],"study_design_scores_gemma":[0.000488613,0.00009039218,0.6706103,0.001751867,0.002633207,1.30406e-7,0.2958056,0.003612265,0.00003901242,0.00002767137,0.02438622,0.0005547454],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9787903,0.0002016797,0.0005007382,0.0007444124,0.00198234,0.001054751,0.00005931973,0.0002018846,0.01646462],"genre_scores_gemma":[0.9691517,0.0001432991,0.002154296,0.00008792495,0.0002645476,0.00005619132,0.0008405646,0.00003243032,0.02726903],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09513903,"threshold_uncertainty_score":0.9999207,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1226432505596883,"score_gpt":0.461871374949847,"score_spread":0.3392281243901586,"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."}}