{"id":"W4317546976","doi":"10.7202/1095380ar","title":"FOREMAN, Dave (1946-2022)","year":2023,"lang":"en","type":"article","venue":"The Trumpeter","topic":"Academic Publishing and Open Access","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Business","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.00642752,0.0001164853,0.0001851974,0.0002116505,0.0003029857,0.0009809798,0.003572237,0.00007857048,0.001385642],"category_scores_gemma":[0.002866613,0.0000568255,0.0001198619,0.001607059,0.0001311479,0.0008802542,0.0007453526,0.0003724755,0.01125703],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001822993,"about_ca_system_score_gemma":0.00005120726,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003469544,"about_ca_topic_score_gemma":0.0000271202,"domain_scores_codex":[0.9971899,0.0002138929,0.0004040575,0.0003829995,0.001413653,0.0003955335],"domain_scores_gemma":[0.9970981,0.001661234,0.0001330033,0.0009211178,0.00009274184,0.00009376941],"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":[0.00001497178,0.000004955447,0.005860989,9.212903e-7,0.00001149048,0.000009383946,0.001067694,0.00002632283,0.000110174,0.004687732,0.9453589,0.04284643],"study_design_scores_gemma":[0.0002479073,0.00002250162,0.04970804,0.000009477239,0.000008792153,0.00001480497,0.001162714,0.002536094,0.000476545,0.2179243,0.7277105,0.0001782286],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7820155,0.0001019168,0.0005178379,0.0531789,0.002142513,0.0002622766,0.00002543378,0.0003291475,0.1614265],"genre_scores_gemma":[0.9211291,0.00001482569,0.00003969298,0.004493237,0.0003149532,0.00001839957,0.000005650978,0.00001490399,0.07396924],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2176484,"threshold_uncertainty_score":0.9995272,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1402745575024957,"score_gpt":0.417893914482989,"score_spread":0.2776193569804932,"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."}}