{"id":"W7023685168","doi":"","title":"Ottawa fire department puts IRC research into practice","year":2000,"lang":"en","type":"article","venue":"NPARC","topic":"Engineering and Material Science Research","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Service (business); Context (archaeology); Work (physics)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.003470177,0.0001094971,0.0001288653,0.00006384357,0.0003706799,0.0002818201,0.0005321027,0.00007084425,0.01301035],"category_scores_gemma":[0.0004742131,0.00009183212,0.0000293183,0.0003473011,0.000196021,0.0004323155,0.00008870453,0.0002040708,0.007098716],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000159349,"about_ca_system_score_gemma":0.0001353222,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003513373,"about_ca_topic_score_gemma":0.00002250993,"domain_scores_codex":[0.9972767,0.0002962457,0.0001985769,0.0003963129,0.001070474,0.0007617032],"domain_scores_gemma":[0.9988578,0.0002736139,0.00002199814,0.0004153345,0.0001720181,0.0002592497],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005043408,0.000106785,0.00001075152,0.00003999798,0.000003338971,0.00005313768,0.0004329788,0.000160463,0.9289507,0.002035518,0.04077657,0.02737937],"study_design_scores_gemma":[0.0002022016,0.000197045,0.000133713,0.00003677899,0.000003578823,0.00002203286,0.0001251253,0.000481745,0.2017733,0.003412957,0.7934382,0.0001732784],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.858632,0.0001158043,0.00007795471,0.009094397,0.0004468055,0.0003321889,0.000009706358,0.0002000498,0.1310911],"genre_scores_gemma":[0.9797807,0.00009355204,0.01330463,0.0001114095,0.0002700937,0.00009105502,0.000004970758,0.00001779803,0.006325801],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7526616,"threshold_uncertainty_score":0.9936744,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03135804228584729,"score_gpt":0.3580392256278806,"score_spread":0.3266811833420333,"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."}}