{"id":"W4232979932","doi":"10.1649/072.068.0303","title":"In Memoriam","year":2014,"lang":"en","type":"article","venue":"The Coleopterists Bulletin","topic":"History of Science and Natural History","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Museum of Nature","funders":"","keywords":"Geography","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0004529933,0.00008137007,0.0001050674,0.00005471265,0.0003010608,0.00003924822,0.0002999194,0.00002116941,0.007776069],"category_scores_gemma":[0.00003138455,0.00005374791,0.00003862406,0.00002574077,0.0004750832,0.00005329463,0.00002845703,0.0001302127,0.002717548],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004900156,"about_ca_system_score_gemma":0.00001003955,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000304183,"about_ca_topic_score_gemma":0.0008722727,"domain_scores_codex":[0.9993459,0.00006685274,0.0001375106,0.0001369245,0.0001401854,0.0001726183],"domain_scores_gemma":[0.9996476,0.00005686502,0.00004432298,0.0001943551,0.00002481348,0.00003202472],"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":[0.00003376896,0.00003897394,0.00002713144,0.00001082323,0.000002703845,0.000006065359,0.0285334,0.0000029462,0.00005423894,0.07869287,0.8870495,0.005547581],"study_design_scores_gemma":[0.0001307163,0.00003692896,0.0002401583,0.000009330306,0.000002301025,0.000001577746,0.0003498206,0.00001650834,0.00001176917,0.0006111496,0.9984997,0.0000900665],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1497119,0.0003805871,0.000007309737,0.01735477,0.006466563,0.0001845827,0.000002603434,0.0000745812,0.8258171],"genre_scores_gemma":[0.924757,0.000005978184,0.00002937224,0.003814719,0.001383674,0.00001424756,8.574474e-7,0.000006257607,0.06998792],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7750451,"threshold_uncertainty_score":0.998059,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01025264632790249,"score_gpt":0.1895214795075446,"score_spread":0.1792688331796422,"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."}}