{"id":"W4413803010","doi":"10.29173/mlj1456","title":"Cover Artist's Statement","year":2024,"lang":"en","type":"article","venue":"Manitoba Law Journal","topic":"Law in Society and Culture","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Cover (algebra); Statement (logic); Art; Art history; Visual arts; Engineering; Philosophy; Epistemology; 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":["sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0007252783,0.00007193693,0.00007359512,0.00000455917,0.001334776,0.0008825309,0.0001739579,0.00007278916,0.002471448],"category_scores_gemma":[0.00001469882,0.00005583006,0.0001177696,0.0001247569,0.0001923667,0.0003793843,0.00002273097,0.0003275985,0.0009268086],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002386213,"about_ca_system_score_gemma":0.00009268643,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002720823,"about_ca_topic_score_gemma":0.03464936,"domain_scores_codex":[0.9988785,0.0001066144,0.000166931,0.0001070722,0.0004634546,0.0002774731],"domain_scores_gemma":[0.999666,0.0000357573,0.00003433735,0.00006076154,0.00006323718,0.000139951],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000003730494,0.00002720864,0.00005410555,0.0000128149,0.000061684,0.0001663835,0.0109871,0.0000133917,0.00004796996,0.5847127,0.3878409,0.01607195],"study_design_scores_gemma":[0.00007005165,0.00001692294,0.00003728625,0.00003678087,0.00001786465,0.00002532895,0.03387802,0.000009349188,0.00004077657,0.02803599,0.9377493,0.00008230268],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.04072365,0.004454009,0.0005836129,0.01522277,0.005766122,0.0001816631,0.00001429223,0.0002343548,0.9328195],"genre_scores_gemma":[0.986871,0.001241661,0.0003377589,0.001398339,0.003212208,0.000004716804,0.000002066339,0.00001323059,0.00691901],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9461474,"threshold_uncertainty_score":0.9999654,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02285623699761661,"score_gpt":0.3048718016294011,"score_spread":0.2820155646317845,"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."}}