{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00277064,0.0009410949,0.000798704,0.002794632,0.002645164,0.01012734,0.002643701,0.002854696,0.6511777],"category_scores_gemma":[0.0134689,0.000397065,0.0007617137,0.002727459,0.000714874,0.004735333,0.005359828,0.002513447,0.5331277],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002255658,"about_ca_system_score_gemma":0.006857147,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001602495,"about_ca_topic_score_gemma":0.002396662,"domain_scores_codex":[0.9964787,0.0005895448,0.000289668,0.0006150419,0.001579979,0.0004470748],"domain_scores_gemma":[0.9910194,0.0006376848,0.0002762114,0.0010643,0.004918071,0.002084213],"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":[0.00003194629,0.00002486988,0.0003088368,0.0002674611,0.000006531986,0.0001267725,0.0001711875,0.00003701949,0.000182866,0.007335468,0.8971258,0.09438114],"study_design_scores_gemma":[0.000003531205,0.000005754693,0.0001341913,0.0001027889,0.000002394091,0.00008023415,0.0001456546,0.00001386997,0.00004910601,0.0007958252,0.9986637,0.000003097598],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001248298,0.00545317,0.003113154,0.02314482,0.05629452,0.0004560089,0.005230277,0.001831453,0.9032285],"genre_scores_gemma":[0.008624008,0.006214418,0.002872033,0.008797108,0.008074139,0.0003024932,0.006417476,0.001384311,0.957314],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6511777,"threshold_uncertainty_score":0.4975526,"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."}}