{"id":"W4399651167","doi":"10.32614/cran.package.cffdrs","title":"cffdrs: Canadian Forest Fire Danger Rating System","year":2015,"lang":"en","type":"dataset","venue":"","topic":"Fire effects on ecosystems","field":"Environmental Science","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Rating system; Forestry; Environmental science; Geography; Economics","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":[0.00293824,0.001490083,0.0008084302,0.004982218,0.002863859,0.002932356,0.00257797,0.0007554808,0.07727455],"category_scores_gemma":[0.00725764,0.0005303996,0.0006608114,0.006078879,0.0005024816,0.002065232,0.001457925,0.001609354,0.04214085],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02191562,"about_ca_system_score_gemma":0.04530408,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9790114,"about_ca_topic_score_gemma":0.9806558,"domain_scores_codex":[0.9963147,0.0001549895,0.0001304943,0.0002726791,0.002710512,0.000416571],"domain_scores_gemma":[0.9879072,0.000211318,0.0002722413,0.0003398116,0.01067909,0.0005903303],"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":[0.00008417289,0.00003636682,0.00842389,0.0000996647,0.00002014831,0.00002523956,0.0001180005,0.001082052,0.0004850801,0.002342125,0.9257661,0.06151718],"study_design_scores_gemma":[0.00007064568,0.00002903372,0.06657837,0.0002072815,0.00003200059,0.00004589853,0.0004114192,0.01028266,0.00144254,0.001733901,0.9189575,0.0002087069],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.01037865,0.0007934374,0.02024216,0.00207323,0.000460119,0.001602956,0.7055355,0.01536983,0.2435442],"genre_scores_gemma":[0.05956744,0.001848593,0.05570661,0.0009997436,0.000113669,0.001608547,0.7270201,0.002496224,0.150639],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.07727455,"threshold_uncertainty_score":0.2585092,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008688257683510676,"score_gpt":0.2038248357002156,"score_spread":0.1951365780167049,"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."}}