{"id":"W4396214914","doi":"10.25071/2818-2618.5","title":"A Small Silver Lining","year":2024,"lang":"en","type":"article","venue":"Skrib.","topic":"Spanish Literature and Culture Studies","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Political science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002478059,0.001049215,0.0005736169,0.001578643,0.007416088,0.01085239,0.00241813,0.004826446,0.2444645],"category_scores_gemma":[0.01064463,0.0005510936,0.0008512618,0.001053731,0.003700484,0.0100399,0.01207645,0.004626252,0.1310689],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001820083,"about_ca_system_score_gemma":0.00455686,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002527892,"about_ca_topic_score_gemma":0.00357152,"domain_scores_codex":[0.9972398,0.0005830106,0.0001502859,0.0005330679,0.001029294,0.0004645809],"domain_scores_gemma":[0.9939561,0.001001683,0.0003038522,0.001179279,0.001553088,0.002006031],"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":[0.0001056892,0.00009514471,0.0007688556,0.0002778949,0.00001151488,0.0009830447,0.003117693,0.0001359358,0.001120909,0.08945064,0.726128,0.1778048],"study_design_scores_gemma":[0.000005192066,0.00002197364,0.0001211874,0.00009961648,0.000002711624,0.00025202,0.001179096,0.00004364108,0.000144817,0.004463305,0.9936592,0.000007268402],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00768277,0.005359222,0.01609229,0.0724346,0.03648237,0.0003586455,0.0005151965,0.00206333,0.8590116],"genre_scores_gemma":[0.0403602,0.003186133,0.01071266,0.02345807,0.004645586,0.0002490451,0.0004736313,0.001387282,0.9155275],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2444645,"threshold_uncertainty_score":0.8178151,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04225221960073128,"score_gpt":0.2286134133648411,"score_spread":0.1863611937641098,"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."}}