{"id":"W2252925583","doi":"","title":"Review of the book: One Size Does Not Fit All: Traditional and Innovative Models of Student Affairs Practice","year":2007,"lang":"en","type":"article","venue":"Canadian Journal of Higher Education","topic":"Online and Blended Learning","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Student affairs; Mathematics education; Psychology; Sociology; Higher education; Pedagogy; Political science; Law","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.002133427,0.0008492849,0.001620307,0.001844055,0.0009903904,0.003504051,0.001685143,0.004232823,0.01103837],"category_scores_gemma":[0.01205158,0.0004287895,0.0008045507,0.002106847,0.001823989,0.003505244,0.0008790373,0.005909077,0.006837687],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003119003,"about_ca_system_score_gemma":0.003881343,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008297047,"about_ca_topic_score_gemma":0.0281883,"domain_scores_codex":[0.998209,0.0005245655,0.0001401287,0.000142747,0.0009161726,0.00006738784],"domain_scores_gemma":[0.9890342,0.005815551,0.0003850496,0.0001845244,0.003979802,0.0006009098],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000008144905,0.000008351602,0.00003434537,0.0004306621,0.000008171639,0.00001923213,0.00004240128,0.00003483509,0.00003498181,0.001216314,0.962497,0.03566555],"study_design_scores_gemma":[0.0000110889,0.00002164925,0.0004000877,0.001939405,0.00001865803,0.0002396641,0.0001329358,0.00008557466,0.00004699396,0.001961104,0.9951262,0.00001649892],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0004115311,0.5941096,0.001676989,0.17222,0.2078535,0.00007397408,0.0001646848,0.0001137411,0.02337589],"genre_scores_gemma":[0.006748111,0.5879043,0.002320158,0.1409034,0.1787382,0.0001576768,0.0002967623,0.0002414641,0.08268992],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01103837,"threshold_uncertainty_score":0.03692698,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06476750075592765,"score_gpt":0.3779662107068018,"score_spread":0.3131987099508741,"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."}}