{"id":"W7037961834","doi":"","title":"Fire detection and suppression studies","year":2002,"lang":"en","type":"article","venue":"NPARC","topic":"Orthoptera Research and Taxonomy","field":"Agricultural and Biological Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Fire detection; Fire protection; Enforcement; Smoke; Law enforcement; Hydroelectricity; Firefighting","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":[],"consensus_categories":[],"category_scores_codex":[0.00004257733,0.00003794785,0.00004737763,0.000002731845,0.0001325794,0.00002173696,0.00003247702,0.00002050926,0.0009124108],"category_scores_gemma":[0.00003062932,0.00001159868,0.00001555216,0.00005703438,0.0000321811,0.00006592312,0.00003596085,0.00004350513,0.00003326272],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000004667051,"about_ca_system_score_gemma":2.265349e-7,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006429955,"about_ca_topic_score_gemma":0.0000591973,"domain_scores_codex":[0.9996631,0.00002168629,0.00004210925,0.00009687311,0.00006887195,0.0001074337],"domain_scores_gemma":[0.9998509,0.0000580273,0.00001078841,0.00001533232,0.00001770185,0.00004727269],"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":[0.000003669139,0.00001119383,0.001993249,0.000002370713,0.000003301507,0.000001832078,0.00002186033,2.435719e-8,0.1725772,0.000009198753,0.001016042,0.8243601],"study_design_scores_gemma":[0.0005441387,0.001368373,0.2025554,0.0000680201,0.00001497053,0.00003809773,0.001074014,0.003157524,0.08866531,0.004986747,0.6970536,0.0004738365],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9915706,0.000510709,4.284328e-7,0.001173071,0.00003479744,0.00005624749,0.000002145186,0.00002305685,0.006628961],"genre_scores_gemma":[0.9986081,0.000526513,0.00004499533,0.00004092063,0.00009576031,0.000009598304,7.374213e-7,1.348221e-7,0.0006732557],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8238863,"threshold_uncertainty_score":0.9990258,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05936905897955559,"score_gpt":0.2474177338578727,"score_spread":0.1880486748783171,"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."}}