{"id":"W4396733125","doi":"10.3167/hrrh.2024.500202","title":"Howdy Comrade","year":2024,"lang":"en","type":"article","venue":"Historical Reflections/Réflexions Historiques","topic":"Agricultural Economics and Practices","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Mathematics","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":[],"category_scores_codex":[0.0002284772,0.0002317468,0.0002416956,0.00005420159,0.0006543558,0.0002115497,0.0002525668,0.0001832641,0.001065096],"category_scores_gemma":[0.00008935925,0.00009558174,0.0002439623,0.0007362934,0.00004748535,0.0005476263,0.00005159863,0.0004073554,0.0005047829],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002722546,"about_ca_system_score_gemma":0.00003702608,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001590297,"about_ca_topic_score_gemma":0.001461366,"domain_scores_codex":[0.9984938,0.0001006888,0.0003606506,0.0005238429,0.000193418,0.0003275964],"domain_scores_gemma":[0.9990544,0.0004696768,0.00008299565,0.00009649742,0.00008247461,0.0002139525],"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":[0.00005572465,0.0003010956,0.0001141216,0.00003439431,0.00009192974,0.00005453825,0.00061541,0.000008744389,0.08739524,0.07850281,0.664723,0.1681029],"study_design_scores_gemma":[0.00002589985,0.000245307,0.0002619218,0.0000207686,0.00002873977,0.00005341249,0.00004953683,0.00006460866,0.0002778793,0.003851206,0.9948466,0.0002740886],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1137885,0.08973593,0.0008691978,0.163964,0.02947318,0.001371007,0.0001934613,0.007881474,0.5927233],"genre_scores_gemma":[0.9043715,0.002261596,0.001281162,0.0008730741,0.004754661,0.0001568839,0.0001184852,0.000007852414,0.08617479],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.790583,"threshold_uncertainty_score":0.9998481,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05120139462223974,"score_gpt":0.2838702622891154,"score_spread":0.2326688676668756,"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."}}