{"id":"W7115195490","doi":"10.56687/9781529234985-008","title":"5 Canada","year":2025,"lang":"","type":"book-chapter","venue":"Bristol University Press eBooks","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"","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":[0.0002554693,0.001573782,0.0005881999,0.001802562,0.005778257,0.005515017,0.001150587,0.001980121,0.6105354],"category_scores_gemma":[0.0009310964,0.0007472076,0.0005911298,0.003572549,0.0009424894,0.001808616,0.001714299,0.002132469,0.3009952],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01177942,"about_ca_system_score_gemma":0.01895625,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.7852261,"about_ca_topic_score_gemma":0.9298363,"domain_scores_codex":[0.9994538,0.0000231014,0.00001095089,0.0001190053,0.0002529251,0.0001401177],"domain_scores_gemma":[0.9994752,0.00004048872,0.00001541397,0.00004600073,0.0003209971,0.0001020501],"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":[0.00005640597,0.00002880655,0.000465585,0.0001620099,0.000008738956,0.0002172763,0.0002271511,0.0002211348,0.0004220495,0.03519838,0.8486102,0.1143823],"study_design_scores_gemma":[0.000004517972,0.000004185739,0.0003389315,0.00005172789,0.000002508953,0.00002889871,0.0001312431,0.00003984061,0.00008710159,0.0009164569,0.9983897,0.000004842032],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0004938972,0.001987113,0.0002824189,0.0009618968,0.0003936254,0.00003774653,0.002661651,0.0002168698,0.9929649],"genre_scores_gemma":[0.000798623,0.0004317142,0.0001153194,0.0001364557,0.000007920544,0.000007759765,0.0003866034,0.00005987862,0.9980557],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3894646,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01624584027873984,"score_gpt":0.1730021661862106,"score_spread":0.1567563259074707,"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."}}