{"id":"W7034111747","doi":"","title":"Storia, Sviluppi Recenti e Applicazioni della Previsione del Pericolo di Incendio Boschivo in Italia","year":2010,"lang":"en","type":"other","venue":"Joint Research Centre (European Commission)","topic":"Education, Innovation and Language Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Index (typography); Fire protection; Calibration; Western europe","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.005714882,0.0004000145,0.0005332906,0.0009615416,0.001159593,0.0003204418,0.001067919,0.0003447402,0.05860609],"category_scores_gemma":[0.00286877,0.0003514201,0.0001421777,0.001732861,0.000731036,0.0001342643,0.0006787154,0.002102593,0.001053808],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004652076,"about_ca_system_score_gemma":0.0006351807,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.00759006,"about_ca_topic_score_gemma":0.02610393,"domain_scores_codex":[0.9920847,0.003439401,0.0006842659,0.0008522549,0.001832606,0.001106791],"domain_scores_gemma":[0.9972876,0.0003210256,0.000347255,0.000939271,0.0005746334,0.0005302526],"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":[0.00001658579,0.0004503432,0.002695855,0.0001026917,0.00003450638,0.00004793387,0.007226419,2.346854e-7,0.0001111397,0.008997208,0.9365459,0.04377116],"study_design_scores_gemma":[0.0003820075,0.0000281752,0.006209588,0.0005643035,0.000008813646,0.000001013851,0.008797769,0.000003761718,0.00001266754,0.00009692481,0.9835253,0.0003696899],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0006323971,0.001812049,0.00003226872,0.006034849,0.001673769,0.001426973,0.00002657849,0.000260186,0.9881009],"genre_scores_gemma":[0.01929325,0.003894979,0.0007339148,0.0001349942,0.003310856,0.00004482051,0.0001227675,0.0003583853,0.972106],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.05755229,"threshold_uncertainty_score":0.9998938,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07312815489069502,"score_gpt":0.4019155984016518,"score_spread":0.3287874435109568,"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."}}