{"id":"W4403962805","doi":"10.59962/9780774820790","title":"Geography of British Columbia, Third Edition","year":2011,"lang":"en","type":"book","venue":"University of British Columbia Press eBooks","topic":"Archaeology and Natural History","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Geography; Regional science; Library science; History; 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":[],"consensus_categories":[],"category_scores_codex":[0.0002494919,0.001084653,0.0006245013,0.00277216,0.003264924,0.005209185,0.001032345,0.0008499552,0.0827785],"category_scores_gemma":[0.001403041,0.0004456704,0.0002112352,0.008323076,0.001340712,0.001817617,0.001060807,0.001540864,0.02240491],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02950787,"about_ca_system_score_gemma":0.02350989,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.916199,"about_ca_topic_score_gemma":0.9616649,"domain_scores_codex":[0.9996775,0.00003263074,0.00002102002,0.00005528857,0.000154334,0.00005920069],"domain_scores_gemma":[0.999414,0.00004542069,0.00001699506,0.00004748159,0.0004262285,0.00004983612],"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":[0.000007133459,0.000005596853,0.0004605921,0.0001642236,0.000004088007,0.00009050066,0.0007149946,0.0001775843,0.000100597,0.0166173,0.9059402,0.07571714],"study_design_scores_gemma":[6.721763e-7,5.973923e-7,0.000644839,0.0001004864,0.000001148479,0.0000284864,0.0001991958,0.00001038101,0.00001201532,0.0006583875,0.9983407,0.000003043592],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001637929,0.1097831,0.0008447494,0.009286543,0.003267112,0.00006989427,0.01356018,0.0003369428,0.8612136],"genre_scores_gemma":[0.01211416,0.04421183,0.0008727639,0.001002517,0.0002722566,0.00007035121,0.005029858,0.0002228158,0.9362035],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.08380103,"threshold_uncertainty_score":0.2769217,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01158152779342931,"score_gpt":0.1855167829711726,"score_spread":0.1739352551777433,"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."}}