{"id":"W4387362260","doi":"10.7202/1106680ar","title":"NoBodies","year":2023,"lang":"en","type":"article","venue":"ACME","topic":"Global trade, sustainability, and social impact","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"King's University College","keywords":"Privilege (computing); Embodied cognition; Context (archaeology); Citizenship; Agriculture; Geopolitics; Sociology; Gender studies; Political science; Situated; Farm workers; Politics; Geography; Law","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001786172,0.00008079005,0.00009682751,0.00008558518,0.0001624957,0.0001566748,0.0001542375,0.00003942431,0.00008891151],"category_scores_gemma":[0.0003385521,0.0000729084,0.00006310211,0.0005229727,0.00004683365,0.0004606122,0.0001179689,0.00005309391,0.001911356],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002265152,"about_ca_system_score_gemma":0.00000994991,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006838991,"about_ca_topic_score_gemma":0.00005209479,"domain_scores_codex":[0.9993685,0.000003818355,0.00009237793,0.0001246673,0.0001324675,0.0002781571],"domain_scores_gemma":[0.9997211,0.0000225528,0.00003254342,0.0001458563,0.0000694017,0.000008537992],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004349876,0.0001641485,0.4177318,0.0005795025,0.00009588795,0.0001277666,0.002600294,0.0001017209,0.0001561959,0.2311147,0.3283894,0.01889511],"study_design_scores_gemma":[0.0003934511,0.000009640026,0.4577546,0.00001686195,0.00004718581,4.055094e-7,0.01218762,0.0002983978,0.00001241498,0.1589219,0.3700279,0.0003296123],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8994094,0.00003211117,0.000004465156,0.004246815,0.0004640942,0.0001112479,0.000002119785,0.0004683287,0.09526143],"genre_scores_gemma":[0.9962288,0.000008799946,0.000006280046,0.001421175,0.00101743,0.000004652501,0.00001655925,0.00001076376,0.001285567],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09681939,"threshold_uncertainty_score":0.9988658,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03504544840688598,"score_gpt":0.2782699951841893,"score_spread":0.2432245467773033,"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."}}