{"id":"W4220837146","doi":"10.1163/18253911-bja10025","title":"Contested Vision","year":2022,"lang":"en","type":"article","venue":"Nuncius","topic":"Historical and Literary Studies","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Naturalism; Natural (archaeology); Order (exchange); Set (abstract data type); History; Art history; Classics; Philosophy; Epistemology; Archaeology; Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006860821,0.0004283599,0.0004729155,0.001747916,0.009276362,0.01405019,0.001591302,0.005212952,0.01160459],"category_scores_gemma":[0.01134666,0.000234551,0.0003610004,0.00104843,0.06675693,0.01070617,0.007178206,0.007305602,0.001373749],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009726334,"about_ca_system_score_gemma":0.004406679,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006356053,"about_ca_topic_score_gemma":0.004567193,"domain_scores_codex":[0.9941452,0.003096414,0.0001295434,0.001005424,0.001006686,0.0006167976],"domain_scores_gemma":[0.9953674,0.001798616,0.0003594785,0.000916883,0.0008867077,0.0006708622],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000005593984,0.000002968156,0.00004063708,0.000006987287,0.000001260707,0.00003159412,0.00795241,0.00004192052,0.00003083589,0.9878784,0.002881297,0.001126101],"study_design_scores_gemma":[0.00001040513,0.00001208185,0.0001693811,0.00009400116,0.000003953805,0.0001263065,0.0125332,0.0003383153,0.0001152351,0.7933907,0.1931942,0.00001221557],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0247718,0.002095628,0.007989085,0.05357322,0.0009778113,0.00002210926,0.00005977956,0.00005130111,0.9104592],"genre_scores_gemma":[0.9705292,0.0005242944,0.001367669,0.003060897,0.0003974591,0.00003343322,0.00004870855,0.00005765481,0.02398076],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.01405019,"threshold_uncertainty_score":0.07056981,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02442047205102381,"score_gpt":0.2965205899050081,"score_spread":0.2721001178539843,"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."}}