{"id":"W4362509075","doi":"10.1353/rvt.2023.0013","title":"Something About Shoes","year":2023,"lang":"en","type":"article","venue":"River teeth","topic":"Architecture, Design, and Social History","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Dusk; Yard; Porch; Horseback riding; Dirt; Archaeology; Art; Visual arts; Geography; Art history; Cartography; Ecology","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001824317,0.00009374727,0.0001223269,0.0001185083,0.0006660571,0.00004424519,0.0001356494,0.00004088387,0.0007900109],"category_scores_gemma":[0.00002613144,0.00008081835,0.0000853167,0.00004702416,0.0003592928,0.000101479,0.0000365564,0.000152766,0.001329985],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003558355,"about_ca_system_score_gemma":0.00003282664,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002889144,"about_ca_topic_score_gemma":0.0003979636,"domain_scores_codex":[0.9993104,0.00005236205,0.0001039944,0.0001466195,0.000166695,0.0002198822],"domain_scores_gemma":[0.9996644,0.00009895706,0.00003299814,0.0001240856,0.00003140561,0.00004820253],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000007325903,0.00001808547,0.0001406381,0.00003071968,0.00003680175,0.00002278818,0.61585,0.00001305769,0.00009481333,0.3039697,0.06640653,0.01340946],"study_design_scores_gemma":[0.0001093472,0.00002246791,0.001294467,0.00001450863,0.000013152,3.121193e-7,0.003166671,0.00003770878,0.00002388822,0.02680016,0.9683703,0.0001470466],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3407156,0.0009498451,0.0002552192,0.0005620055,0.002861305,0.0002479671,0.00005505285,0.001280018,0.653073],"genre_scores_gemma":[0.8817995,0.00007916125,0.0001553695,0.0007403034,0.001558168,0.0000114823,0.00002215145,0.00003035691,0.1156035],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9019637,"threshold_uncertainty_score":0.9994476,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04400627636901693,"score_gpt":0.2425663604827877,"score_spread":0.1985600841137708,"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."}}