{"id":"W4385855556","doi":"10.59962/9780774855853-015","title":"Fire Provinces of Industrial Canada","year":2008,"lang":"en","type":"book-chapter","venue":"University of British Columbia Press eBooks","topic":"Fire dynamics and safety research","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Geography","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00004223607,0.0001100518,0.0004077832,0.0000252912,0.00007336748,0.00002014286,0.0004021813,0.0003211224,0.0001304105],"category_scores_gemma":[0.000005178681,0.0002718527,0.0001106249,0.000007216946,0.0002411322,0.0000316932,0.0001390066,0.0003895869,4.518861e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001795701,"about_ca_system_score_gemma":0.0006002549,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9760419,"about_ca_topic_score_gemma":0.9911366,"domain_scores_codex":[0.9989905,0.00001009803,0.0001999685,0.0001940348,0.0004100994,0.0001952573],"domain_scores_gemma":[0.9993976,0.00003922236,0.00009895179,0.0002267849,0.0001432926,0.00009417738],"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":[0.00005114798,0.0000216202,0.0001617304,0.0008023003,0.0006748433,0.001738004,0.0002063046,0.0006555906,0.00001238253,0.0003551123,0.6757311,0.3195898],"study_design_scores_gemma":[0.0008677837,0.00007974252,0.0002325925,0.000901359,0.00006903878,0.00004569072,0.00003419824,0.003280743,0.000006307155,0.00007920853,0.9939316,0.0004717304],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01471752,0.0005561314,0.000005567534,0.000002967728,0.0002195107,0.0003893388,0.002824729,0.00005467758,0.9812295],"genre_scores_gemma":[0.0901981,0.001350104,0.00005879236,0.000002408357,0.00005935731,3.12567e-7,0.00006966609,0.00004885373,0.9082124],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3191181,"threshold_uncertainty_score":0.9999734,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01474843653194739,"score_gpt":0.1535815547104134,"score_spread":0.138833118178466,"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."}}