{"id":"W4399479679","doi":"10.5406/23260947.10.2.09","title":"Contributing Authors","year":2022,"lang":"en","type":"article","venue":"Women Gender and Families of Color","topic":"Utopian, Dystopian, and Speculative Fiction","field":"Arts and Humanities","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science","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":[0.0002473026,0.0000857278,0.0001668573,0.00007918643,0.0006698932,0.00003222135,0.00007105936,0.00001706343,0.002116828],"category_scores_gemma":[0.00001205753,0.00008076162,0.00004009454,0.00003305409,0.0001430956,0.00007158019,0.00008794189,0.00009928885,0.000003948025],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005856622,"about_ca_system_score_gemma":0.00002190212,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005733116,"about_ca_topic_score_gemma":0.00001916197,"domain_scores_codex":[0.9992474,0.00005472539,0.0001794772,0.0001386585,0.0001543846,0.0002254042],"domain_scores_gemma":[0.9997091,0.00004074353,0.00007125981,0.00008511796,0.00004951928,0.00004421855],"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":[0.00004636505,0.00003836591,0.0006654944,0.00002410746,0.00004116481,0.000001677551,0.08714204,0.00002163333,0.0001829058,0.9109614,0.0002371968,0.0006375817],"study_design_scores_gemma":[0.0005843499,0.0002997161,0.007348547,0.000002703553,0.00001554372,0.000003010843,0.06677378,0.0002619972,0.00006914791,0.005653267,0.9188334,0.0001545691],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8791484,0.00006434241,0.0000194752,0.00004510113,0.0004291561,0.0001198813,0.00008733976,0.00003364978,0.1200527],"genre_scores_gemma":[0.9029494,0.0000177122,0.00001432209,0.0001296316,0.0001153448,0.00004884962,0.00001278709,0.000007336442,0.09670462],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9185961,"threshold_uncertainty_score":0.9987954,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02404943564637761,"score_gpt":0.2090759599555439,"score_spread":0.1850265243091663,"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."}}