{"id":"W4313787477","doi":"10.1353/apo.2021.0043","title":"The Tractor Job","year":2021,"lang":"en","type":"article","venue":"Antipodes","topic":"Livestock Management and Performance Improvement","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Tractor; Front (military); Engineering; Art; Visual arts; Mechanical engineering","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":[],"consensus_categories":[],"category_scores_codex":[0.00008191035,0.00004324071,0.00003774282,0.000001110355,0.0002972054,0.00009876602,0.0001101546,0.00001464861,0.0002206444],"category_scores_gemma":[0.00001098366,0.00001092493,0.00003488568,0.00009396139,0.00002073417,0.00007911844,0.00004670104,0.00003496341,0.00006675219],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000003091516,"about_ca_system_score_gemma":0.000002655123,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002905098,"about_ca_topic_score_gemma":0.000510183,"domain_scores_codex":[0.9996127,0.00001543606,0.00006636464,0.00008616431,0.00008728578,0.0001320078],"domain_scores_gemma":[0.9998293,0.00007282829,0.0000184851,0.000034981,0.00002403503,0.00002035845],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.000008987382,0.00004903619,0.04874616,0.000003920464,0.00002103793,0.00000593823,0.00004743346,6.118847e-7,0.2556772,0.004511919,0.008849926,0.6820779],"study_design_scores_gemma":[0.00003200676,0.00004951517,0.5979057,0.000003280099,0.000003849733,9.440148e-7,0.0002351669,0.0000177261,0.01056962,0.0004611181,0.390667,0.00005408487],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9871612,0.0003240036,7.213645e-7,0.003673818,0.0001452438,0.000045218,0.000002640935,0.0000241768,0.008623044],"genre_scores_gemma":[0.9912544,0.0004111048,0.00001841311,0.0003727564,0.0002023392,0.000005015436,0.000009790365,2.102753e-7,0.007725992],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6820238,"threshold_uncertainty_score":0.2415901,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01519037946563494,"score_gpt":0.2056513383909388,"score_spread":0.1904609589253038,"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."}}