{"id":"W7028466625","doi":"","title":"Figuring the Plural","year":2014,"lang":"en","type":"report","venue":"Issue Lab (Candid)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Plural; Negotiation; Figuring; Prejudice (legal term); Ethnic group; The arts","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001954521,0.0007877246,0.001032038,0.0002441603,0.0003592219,0.000266854,0.001251551,0.0006411963,0.003915414],"category_scores_gemma":[0.0008458975,0.0005402173,0.0003817546,0.0004265013,0.0002443442,0.0001156857,0.0003775174,0.001357762,0.03648768],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009652013,"about_ca_system_score_gemma":0.0009750666,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007560661,"about_ca_topic_score_gemma":0.002620683,"domain_scores_codex":[0.9949716,0.0002700135,0.0007557796,0.0008585675,0.00214238,0.001001696],"domain_scores_gemma":[0.9961827,0.0002698606,0.0008169064,0.002025831,0.0004777223,0.0002269193],"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":[0.00002991093,0.00003188629,0.001088316,0.0002767197,0.0002773032,0.0001290921,0.0004099275,0.00003784518,0.0002200683,0.00009604608,0.9939845,0.003418407],"study_design_scores_gemma":[0.0004173876,0.00004603608,0.001630724,0.0005046724,0.0002923753,0.0002192851,0.00004527384,0.00005820742,0.0006500769,0.0001365967,0.9952902,0.0007091804],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.005362783,0.009081589,0.00001618338,0.0009421742,0.004867231,0.00109346,0.0006846769,0.0009746466,0.9769772],"genre_scores_gemma":[0.3527837,0.001101714,0.0001202498,0.0004572982,0.01931645,0.0002822863,0.0009145816,0.00136185,0.6236619],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3533154,"threshold_uncertainty_score":0.999705,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03575935864864095,"score_gpt":0.3145876474893095,"score_spread":0.2788282888406686,"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."}}