{"id":"W6990292612","doi":"","title":"Development and deployment of FiRECAM<TM>","year":2000,"lang":"en","type":"article","venue":"National Research Council Canada (Government of Canada)","topic":"Fire dynamics and safety research","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"National Research Council Canada","funders":"","keywords":"Software deployment; Fire safety; Development (topology); Key (lock); Fire protection","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007956873,0.000127636,0.0001860788,0.00003622409,0.0001342111,0.00001440364,0.0002513595,0.00004866256,0.0003907746],"category_scores_gemma":[0.002308718,0.0001341709,0.00001745611,0.0002459662,0.0000719102,0.00005214584,0.00005211918,0.0002208493,2.007419e-7],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.05749304,"about_ca_system_score_gemma":0.1047647,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.2786163,"about_ca_topic_score_gemma":0.9880955,"domain_scores_codex":[0.8861424,0.00003263518,0.0003296697,0.0001678936,0.1129137,0.0004137827],"domain_scores_gemma":[0.9908944,0.0002957993,0.00003032652,0.000152935,0.008386576,0.0002399734],"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":[0.00033849,0.0001208611,0.0003368494,0.0006828359,0.0003954755,0.00009889544,0.0002837401,0.02148426,0.009417049,0.0165541,0.8421844,0.108103],"study_design_scores_gemma":[0.0003419029,0.00002961543,0.004918621,0.00004667718,0.000002360552,0.000003246417,0.0001054117,0.03708018,0.00480926,0.0001044924,0.952409,0.0001492101],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3381458,0.000849724,0.00001802253,0.001055108,0.0001061615,0.0003083156,0.0002412519,0.00001198486,0.6592637],"genre_scores_gemma":[0.9977769,0.0002412706,0.0003370098,0.00004359889,0.0000232915,0.00002820692,0.000001333441,0.00002051529,0.001527936],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7094792,"threshold_uncertainty_score":0.9461251,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04040185666828106,"score_gpt":0.2313944004292582,"score_spread":0.1909925437609771,"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."}}