{"id":"W3127215490","doi":"10.29173/bluejay6300","title":"In Memoriam: J. Frank Roy","year":2020,"lang":"en","type":"article","venue":"Blue Jay","topic":"Botany, Ecology, and Taxonomy Studies","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Sociology; Art history; Law and economics; Art","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00243265,0.0009426124,0.00123325,0.0007823171,0.003567192,0.003872509,0.001841485,0.00365057,0.02835027],"category_scores_gemma":[0.01915034,0.0003734519,0.0007388678,0.0004555673,0.00147089,0.002556653,0.002222176,0.01254013,0.02918897],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002179852,"about_ca_system_score_gemma":0.003790602,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00862862,"about_ca_topic_score_gemma":0.01336218,"domain_scores_codex":[0.9984043,0.0002332172,0.0001088024,0.0003364234,0.000757874,0.0001593706],"domain_scores_gemma":[0.9893031,0.001405999,0.000560381,0.0002771131,0.006523757,0.001929556],"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":[0.000008478083,0.000002263425,0.00002414741,0.00001228962,0.000001833135,0.0000597567,0.00002433128,0.000005269636,0.00002955884,0.0001593649,0.9979147,0.001757913],"study_design_scores_gemma":[0.000007326233,0.0000118284,0.0002960851,0.00006409937,0.000006598117,0.0003008358,0.0001796796,0.00003657483,0.0001316565,0.0004612523,0.9984925,0.00001157661],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.0003118,0.005831163,0.0004194464,0.4960384,0.4867374,0.00004272069,0.0003817155,0.0002336136,0.01000374],"genre_scores_gemma":[0.01132506,0.008868134,0.001092144,0.426875,0.2894611,0.0001417321,0.0005288535,0.0003889612,0.261319],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.02835027,"threshold_uncertainty_score":0.09484106,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03685982994679737,"score_gpt":0.2210997215657176,"score_spread":0.1842398916189202,"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."}}