{"id":"W4385532902","doi":"10.1515/9780773569515-fm","title":"Front Matter","year":2001,"lang":"en","type":"paratext","venue":"McGill-Queen's University Press eBooks","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Canada Council for the Arts; Social Sciences and Humanities Research Council of Canada; Queen's University; Government of Canada; McGill University","keywords":"Front (military); Geology; Oceanography","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.0002064822,0.0003436272,0.0004027383,0.0002624654,0.001244672,0.0001160418,0.0008415848,0.0005061058,0.02485433],"category_scores_gemma":[0.000006567143,0.0003981434,0.0002529615,0.00004456393,0.0003285516,0.0001715428,0.0004350467,0.0004339759,0.01819647],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000654754,"about_ca_system_score_gemma":0.0000800369,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04604057,"about_ca_topic_score_gemma":0.00003442967,"domain_scores_codex":[0.9975538,0.0004495907,0.0002019759,0.0006093357,0.0005722281,0.0006130779],"domain_scores_gemma":[0.9988396,0.00003817546,0.0002104352,0.0004946543,0.0001347193,0.0002824277],"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":[0.00003419432,0.00003621977,0.000006692079,0.00004080111,0.00008850563,0.00005696024,0.001309543,0.00002216279,9.19093e-7,0.03483639,0.962238,0.001329648],"study_design_scores_gemma":[0.000366005,0.00001852353,0.000042468,0.00006263254,0.000105082,2.337011e-7,0.001728742,0.000001664294,0.000008025343,0.00002102774,0.9971823,0.0004632757],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00001477367,0.000001827184,0.0002665351,0.0008379584,0.00152674,0.000631818,0.0002434605,0.0001422793,0.9963346],"genre_scores_gemma":[0.0004405351,0.001571092,0.0001484778,0.0008607407,0.0003756292,0.000004358199,0.00007860545,0.00003683439,0.9964837],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.04600614,"threshold_uncertainty_score":0.9998471,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02063453454305085,"score_gpt":0.2575810896098502,"score_spread":0.2369465550667993,"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."}}