{"id":"W7116340957","doi":"10.14288/cl.vi261.199764","title":"Making Our World Together","year":2024,"lang":"en","type":"article","venue":"Open Collections","topic":"Indian History and Philosophy","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"","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":"codex-gemma-dda1882f352a","candidate_categories":["sts","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00007565941,0.0000630925,0.00006640507,0.00009853557,0.002790997,0.00288532,0.0001425485,0.00001423694,0.01943623],"category_scores_gemma":[0.000003095526,0.00005816359,0.00005044298,0.0001817652,0.0000253729,0.0002412171,0.00003807615,0.0001180231,0.0005657579],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000062773,"about_ca_system_score_gemma":0.00006140774,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001024896,"about_ca_topic_score_gemma":0.0173871,"domain_scores_codex":[0.9996117,0.00002393133,0.00008325779,0.0001305068,0.00005082589,0.00009982003],"domain_scores_gemma":[0.9998227,0.00001928494,0.00001158529,0.0001012714,0.00002362991,0.00002155352],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000004960803,0.00001576019,5.383991e-7,0.000007756522,0.00002449847,0.000008512403,0.01244259,0.000002634822,0.000001181505,0.2142303,0.772997,0.000264258],"study_design_scores_gemma":[0.00004373208,0.00001914346,4.585502e-7,0.00004410367,0.00001491197,0.000003957393,0.0006320307,0.0000312335,0.000005211547,0.02292079,0.9761962,0.00008825261],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00003021287,0.0001356281,0.00001250216,0.001020109,0.002573224,0.0001657721,0.0000429487,0.00008784721,0.9959317],"genre_scores_gemma":[0.1864482,0.000001005538,0.00004934238,0.0003854712,0.001065167,0.00005239171,0.000002819335,0.00001392978,0.8119816],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2031992,"threshold_uncertainty_score":0.9985073,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1080079438635671,"score_gpt":0.3033670506827689,"score_spread":0.1953591068192018,"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."}}