{"id":"W7034715950","doi":"","title":"Vernon Byrd oral history transcript","year":2001,"lang":"en","type":"article","venue":"","topic":"Knowledge Management and Technology","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Oral history; Fish <Actinopterygii>; Wildlife; Grossman; Life history","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0007076347,0.00007939843,0.0001456358,0.0002935561,0.00004129076,0.00003187199,0.0006744966,0.00006661862,0.01610881],"category_scores_gemma":[0.0001938646,0.0000564747,0.00007736976,0.0003773094,0.00009721803,0.0001721181,0.00007146782,0.00007909666,0.005660093],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007189147,"about_ca_system_score_gemma":0.00001686669,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000034429,"about_ca_topic_score_gemma":0.0003741396,"domain_scores_codex":[0.9987861,0.00004001567,0.0002488598,0.0002915198,0.0004374807,0.0001960517],"domain_scores_gemma":[0.9993257,0.00008229302,0.00004048792,0.0004375765,0.00006917026,0.00004475008],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001753637,0.00005886042,0.01018727,8.616137e-7,0.000007901591,0.00002514782,0.0001474028,6.107176e-7,0.0005470786,0.07043721,0.4469926,0.4715776],"study_design_scores_gemma":[0.0002193278,0.00003940675,0.002350255,8.159314e-7,0.000004641758,0.000003125797,0.0001762697,0.0002416727,0.0001018854,0.02165117,0.9751328,0.00007859826],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.06724691,0.0005125583,0.02676875,0.002288762,0.001169482,0.00008477448,2.785771e-7,0.0002581254,0.9016703],"genre_scores_gemma":[0.6124599,0.00001551911,0.0004840762,0.0003950433,0.00002959498,0.000003276136,4.305399e-7,0.000004316176,0.3866079],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.545213,"threshold_uncertainty_score":0.9951141,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2390264941974674,"score_gpt":0.3667992151641199,"score_spread":0.1277727209666525,"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."}}