{"id":"W4392748439","doi":"10.32920/25399942.v1","title":"Sister Writes","year":2024,"lang":"en","type":"preprint","venue":"","topic":"Literature, Musicology, and Cultural Analysis","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Sister; Visual arts; Art; Sociology; Political science; Law","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001158602,0.0007852962,0.0005000522,0.001422184,0.006125251,0.006994755,0.00121235,0.001833489,0.598778],"category_scores_gemma":[0.005806902,0.0004914742,0.0004615121,0.00118196,0.0009662192,0.003814054,0.004461151,0.002770793,0.3485401],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003191957,"about_ca_system_score_gemma":0.00447829,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01102099,"about_ca_topic_score_gemma":0.02748122,"domain_scores_codex":[0.9981461,0.0002345436,0.0001006542,0.0003419956,0.0009055402,0.0002712186],"domain_scores_gemma":[0.9973322,0.0001893488,0.00009634905,0.0002848468,0.001324532,0.0007727063],"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":[0.00002932959,0.00001275727,0.000161803,0.00009441649,0.000001952877,0.0001697689,0.0009574204,0.0000136006,0.0002531253,0.009498167,0.9539737,0.03483401],"study_design_scores_gemma":[0.000002059361,0.000004195976,0.0000979888,0.00003243538,7.596586e-7,0.00007412357,0.0004779837,0.000007179396,0.00006293966,0.0002935037,0.9989441,0.000002761607],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001268516,0.001297612,0.0006334393,0.01051287,0.01389284,0.0001127685,0.00110307,0.000672787,0.9705062],"genre_scores_gemma":[0.003951106,0.0004234509,0.0002404628,0.001708843,0.0005334249,0.00002148284,0.0004178536,0.0002500954,0.9924534],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.598778,"threshold_uncertainty_score":0.5722945,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03880876815369654,"score_gpt":0.3214897142872176,"score_spread":0.282680946133521,"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."}}