{"id":"W3031397067","doi":"10.7202/1069656ar","title":"Book review of \"Postsecondary Education in British Columbia\"","year":2020,"lang":"en","type":"article","venue":"Canadian Journal of Higher Education","topic":"Education Systems and Policy","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Royal Roads University","funders":"","keywords":"Postsecondary education; Higher education; Political science; Sociology; Library science; Computer science; Law","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.0004429023,0.0007392819,0.0007375779,0.003401796,0.002630399,0.002546673,0.001091209,0.001304187,0.0530894],"category_scores_gemma":[0.001597552,0.0003171597,0.0003376923,0.008524185,0.0006774698,0.0009754085,0.0007655509,0.001587461,0.01431328],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01381127,"about_ca_system_score_gemma":0.03243678,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7104341,"about_ca_topic_score_gemma":0.9028684,"domain_scores_codex":[0.9993016,0.00003066239,0.00002303196,0.00004696155,0.0004958449,0.0001019624],"domain_scores_gemma":[0.9976929,0.0001487355,0.00006260029,0.0000407947,0.001803972,0.0002510178],"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":[0.000005321039,0.000002336904,0.00006528212,0.0001032259,0.000001304562,0.00001625413,0.0000228475,0.00002909127,0.00004148144,0.0003123904,0.9762556,0.02314489],"study_design_scores_gemma":[0.000001748472,0.00000269496,0.001161012,0.0002122179,0.000004193054,0.00003493645,0.0000633747,0.00002270205,0.00003676959,0.0001216521,0.9983335,0.000005103753],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"other","genre_scores_codex":[0.002028805,0.5278854,0.0005428254,0.04778891,0.05415932,0.0001334318,0.00345925,0.0004148454,0.3635873],"genre_scores_gemma":[0.00843229,0.115216,0.0004064282,0.009147404,0.003346557,0.0000614638,0.002051031,0.0001071411,0.8612316],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.2895659,"threshold_uncertainty_score":0.5825423,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01839354570848205,"score_gpt":0.3279350327715839,"score_spread":0.3095414870631019,"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."}}