{"id":"W6885958078","doi":"10.14288/1.0118993","title":"Fifth Annual of the University of British Columbia","year":2015,"lang":"en","type":"article","venue":"Open Collections","topic":"Earthquake and Disaster Impact Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Government (linguistics); Work (physics); Agency (philosophy); Period (music)","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":[0.001665504,0.0009286056,0.0007844682,0.002198012,0.003917381,0.004913591,0.001199492,0.002210972,0.1886112],"category_scores_gemma":[0.003676692,0.0004048412,0.0004177773,0.002773151,0.0009018063,0.001052107,0.002519481,0.002385728,0.04832264],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008649087,"about_ca_system_score_gemma":0.02861599,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6020538,"about_ca_topic_score_gemma":0.8316655,"domain_scores_codex":[0.9987016,0.0001256954,0.00004935328,0.0001008712,0.0006177241,0.0004046986],"domain_scores_gemma":[0.995472,0.0001667245,0.0001223109,0.0002884391,0.002473024,0.001477517],"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":[0.00003619625,0.00001864094,0.0006596567,0.0000656456,0.000003934366,0.00003927455,0.00005769347,0.00004747247,0.0001053794,0.0006879843,0.9741799,0.02409828],"study_design_scores_gemma":[0.000004242606,0.000004541094,0.004092504,0.00009377972,0.000003033066,0.00001124504,0.0002327576,0.00003820163,0.0000396205,0.0001266525,0.9953454,0.000007993503],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01016205,0.03455826,0.001031245,0.07367344,0.09499708,0.0004175978,0.02130272,0.000732455,0.7631251],"genre_scores_gemma":[0.006833173,0.004752732,0.0002841878,0.001035117,0.001198374,0.00009627486,0.002171358,0.00008848109,0.9835404],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3979462,"threshold_uncertainty_score":0.8005795,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03341052421068608,"score_gpt":0.2704488801116928,"score_spread":0.2370383559010067,"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."}}