{"id":"W3117647702","doi":"10.11646/zoosymposia.19.1.6","title":"<p class=\"ZootaxaTitle\"><strong>Obituary: William John Haugen Light (1938–2020)</strong></p>","year":2020,"lang":"en","type":"article","venue":"Zoosymposia","topic":"Earthquake and Disaster Impact Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"San Francisco State University; National Oceanic and Atmospheric Administration; Simon Fraser University; National Science Foundation","keywords":"Obituary; Battle; Wife; History; Environmental ethics; Theology; Ancient history; Archaeology; Philosophy","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","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0008299761,0.0009984137,0.001235169,0.0002131381,0.001870963,0.0006902854,0.001483028,0.0006042039,0.002398293],"category_scores_gemma":[0.0006253814,0.0009488849,0.0006621278,0.001400375,0.0008214188,0.001157346,0.0005954147,0.0006290218,0.004411687],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003667355,"about_ca_system_score_gemma":0.0008863888,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00033567,"about_ca_topic_score_gemma":0.006652701,"domain_scores_codex":[0.9927583,0.0005600782,0.001128333,0.001443373,0.001944684,0.002165192],"domain_scores_gemma":[0.9963445,0.0003250503,0.000648161,0.0009630058,0.0003435973,0.001375672],"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":[0.0003538648,0.0006915015,0.01752712,0.0002178159,0.00101607,0.0002979193,0.0708728,0.0001274048,0.03261721,0.07637971,0.7914737,0.008424871],"study_design_scores_gemma":[0.001332158,0.0005166261,0.01019748,0.0001273796,0.0002717767,0.000008799592,0.002160142,0.000135574,0.0007818578,0.0004108307,0.9828787,0.001178684],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2798877,0.007989476,0.0003306472,0.04588949,0.002721798,0.001914353,0.0003186348,0.001201117,0.6597468],"genre_scores_gemma":[0.9768238,0.001484259,0.0005535558,0.003017107,0.003571402,0.00009969756,0.00009495678,0.0001567629,0.01419844],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6969361,"threshold_uncertainty_score":0.9994285,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02063945617907404,"score_gpt":0.2681636863529883,"score_spread":0.2475242301739142,"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."}}