{"id":"W2349068007","doi":"","title":"Brief Talk about New Fire Fighting Technology and Equipment in Foreign Countries","year":2010,"lang":"en","type":"article","venue":"Linye jixie","topic":"Fire Detection and Safety Systems","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Aeronautics; Engineering; Firefighting; Architectural engineering; Forensic engineering; Geography; Cartography","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":[0.0002951043,0.000694797,0.0004207119,0.0008487304,0.0008143935,0.001441669,0.0002879389,0.001364398,0.01857583],"category_scores_gemma":[0.0002599043,0.000200315,0.0005326132,0.000995947,0.0002649909,0.001767973,0.0004121725,0.00114768,0.005914844],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004146292,"about_ca_system_score_gemma":0.0002666128,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005023946,"about_ca_topic_score_gemma":0.0006873652,"domain_scores_codex":[0.9998398,0.00003209334,0.00001625656,0.00003283741,0.00005057203,0.00002854836],"domain_scores_gemma":[0.9999163,0.00003676255,0.0000108516,0.000004456934,0.00001809739,0.00001354576],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0008190362,0.0002265108,0.002742587,0.007075161,0.0001129215,0.004749782,0.001566363,0.002104006,0.03055881,0.07026412,0.3496161,0.5301647],"study_design_scores_gemma":[0.000004162316,0.0001582041,0.001119137,0.0002628229,0.00001990569,0.001326363,0.0002204654,0.0001054116,0.001127979,0.002219416,0.9934183,0.00001778892],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"commentary","genre_scores_codex":[0.01968617,0.6935542,0.00915062,0.01044238,0.05844667,0.0001037928,0.000631897,0.000418822,0.2075654],"genre_scores_gemma":[0.08551397,0.4573676,0.007336038,0.01370222,0.03098031,0.0001370229,0.001198652,0.0001461856,0.4036179],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.01857583,"threshold_uncertainty_score":0.06214237,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004898812279437599,"score_gpt":0.1973276336552747,"score_spread":0.1924288213758371,"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."}}