{"id":"W2052962804","doi":"10.1177/0743558400151001","title":"The Transition to University","year":2000,"lang":"en","type":"article","venue":"Journal of Adolescent Research","topic":"Higher Education Research Studies","field":"Social Sciences","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"Wilfrid Laurier University","funders":"","keywords":"Cronbach's alpha; Psychology; Construct validity; Scale (ratio); Construct (python library); Applied psychology; Medical education; Clinical psychology; Psychometrics; Medicine","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00104472,0.0001403449,0.0002301648,0.000714043,0.004818317,0.002725924,0.0006418279,0.0005832657,0.003779532],"category_scores_gemma":[0.002847137,0.0002356765,0.0002243167,0.0007114958,0.001004751,0.001171709,0.001540377,0.001753027,0.0005238456],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004758423,"about_ca_system_score_gemma":0.01028835,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.4312063,"about_ca_topic_score_gemma":0.6741441,"domain_scores_codex":[0.9992465,0.00008647014,0.00002124477,0.00006163591,0.0001672906,0.0004169739],"domain_scores_gemma":[0.997386,0.00009566305,0.00021495,0.00004783,0.0004089785,0.001846498],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001426281,0.0007340687,0.8290842,0.00004221515,0.00001365453,0.000877541,0.1103511,0.00004271586,0.0008810445,0.001040448,0.006074513,0.0507159],"study_design_scores_gemma":[0.000008443902,0.0002404053,0.7429994,0.00004994316,0.000008371912,0.0002186272,0.2390966,0.00009859948,0.0001988669,0.0001994288,0.01685452,0.00002681269],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9968954,0.0001165289,0.0000265796,0.0004957417,0.00002014378,0.00003306408,0.00008959424,0.000003638827,0.002319139],"genre_scores_gemma":[0.9948071,0.0001840814,0.0000931241,0.000264469,0.000006392411,0.00001833376,0.00013321,0.000002432629,0.004490845],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4312063,"threshold_uncertainty_score":0.8573927,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07328591218448939,"score_gpt":0.4565805843937865,"score_spread":0.3832946722092971,"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."}}