{"id":"W4405441420","doi":"10.7202/1114838ar","title":"“There’s Just No Real Way to Win”","year":2024,"lang":"en","type":"article","venue":"Archivaria","topic":"Disability Rights and Representation","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Art","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":["insufficient_payload"],"category_scores_codex":[0.0003011124,0.00005095913,0.00005983532,0.00003523273,0.0002106095,0.0001576241,0.0001480134,0.0000277557,0.001048501],"category_scores_gemma":[0.0000664352,0.00003652666,0.00004615466,0.0001635186,0.0001618972,0.0001182615,0.00003487389,0.00006593765,0.002222101],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003314859,"about_ca_system_score_gemma":0.0000749125,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01123277,"about_ca_topic_score_gemma":0.001206224,"domain_scores_codex":[0.999211,0.000103365,0.00009544191,0.0001989783,0.0002050117,0.0001861624],"domain_scores_gemma":[0.9995862,0.0001340325,0.000007720069,0.0001359704,0.00002035777,0.000115705],"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":[0.000006315304,0.00002036996,0.0002933937,0.000009599122,0.000009469549,0.000005198863,0.02105397,0.000004542496,0.0003121698,0.9508117,0.01210684,0.01536643],"study_design_scores_gemma":[0.00005135086,0.00003323178,0.01496461,0.00002661913,0.00001166106,4.14221e-7,0.001181562,0.0001511177,0.0000345558,0.2685227,0.714915,0.0001072371],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.03131034,0.00001353997,0.000322011,0.01060868,0.00109111,0.0001836153,0.000006825895,0.000145324,0.9563186],"genre_scores_gemma":[0.9601103,0.00002944109,0.0006232699,0.0001119107,0.0007398069,0.00001120764,0.000005444323,0.000007898686,0.0383607],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9288,"threshold_uncertainty_score":0.9998647,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03852692289568149,"score_gpt":0.3677392180115185,"score_spread":0.329212295115837,"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."}}