{"id":"W4387488504","doi":"10.1515/9780887554445-009","title":"The University of British Columbia","year":2013,"lang":"en","type":"book-chapter","venue":"University of Manitoba Press eBooks","topic":"Education, Philosophy, and Society","field":"Arts and Humanities","cited_by":15,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"History; Library science; Geography; Computer science","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004643029,0.0008238884,0.0007295308,0.001565952,0.006526353,0.006860616,0.00108984,0.001848856,0.3730959],"category_scores_gemma":[0.002434529,0.0004531716,0.0002861163,0.004087243,0.001088101,0.001891536,0.001710881,0.002301875,0.1624985],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01313257,"about_ca_system_score_gemma":0.03094909,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7542956,"about_ca_topic_score_gemma":0.8988481,"domain_scores_codex":[0.9991767,0.00006790956,0.00003274925,0.0001638548,0.0003520731,0.0002066684],"domain_scores_gemma":[0.9982588,0.0001466174,0.00005349942,0.0001455483,0.00101648,0.0003789719],"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":[0.00003015076,0.00002062619,0.0007764956,0.0001664925,0.000005896949,0.0001929237,0.0002919628,0.0000858549,0.0001420023,0.01812247,0.8814551,0.09871004],"study_design_scores_gemma":[0.000002286861,0.000001749062,0.001109723,0.0001584575,0.000002085932,0.00002594812,0.000321931,0.0000298227,0.0000490993,0.0005819444,0.9977106,0.000006274823],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001530406,0.01174153,0.0002554848,0.008581286,0.001675349,0.00002920479,0.00507656,0.0002314337,0.9708788],"genre_scores_gemma":[0.003388394,0.002682423,0.000142235,0.0004085691,0.00003213666,0.00001254833,0.0005291741,0.00006371269,0.9927408],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3730959,"threshold_uncertainty_score":0.8942026,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03381823384170002,"score_gpt":0.1647660962578441,"score_spread":0.1309478624161441,"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."}}