{"id":"W7068930150","doi":"","title":"Contributors","year":2017,"lang":"en","type":"book-chapter","venue":"OpenEdition (OpenEdition)","topic":"Thomas Hardy Literature Studies","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Government (linguistics); Exposition (narrative); Period (music); Subject (documents)","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":[0.000560539,0.0006409712,0.0003893499,0.0020445,0.002677102,0.003402465,0.0007634465,0.0007655341,0.2384664],"category_scores_gemma":[0.003233995,0.0002264776,0.0002106373,0.001799596,0.0007075217,0.002812437,0.00176591,0.001672032,0.109828],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002463378,"about_ca_system_score_gemma":0.002327319,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004969249,"about_ca_topic_score_gemma":0.01141973,"domain_scores_codex":[0.9994085,0.00008361589,0.00001730185,0.00008743903,0.0003431421,0.00006010101],"domain_scores_gemma":[0.9983642,0.000234413,0.00005247209,0.00008790354,0.0009443458,0.0003166703],"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":[0.000004523029,0.000004969395,0.00004400862,0.00004126519,4.914566e-7,0.00002489849,0.0002927794,0.00001855717,0.00003921707,0.01332215,0.960544,0.02566317],"study_design_scores_gemma":[3.855725e-7,5.95582e-7,0.00003777743,0.0000393979,2.442334e-7,0.00002812244,0.0001129461,0.000004583145,0.00001080504,0.0006601881,0.9991041,8.681441e-7],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0006347254,0.01051978,0.001021468,0.009187319,0.02230142,0.00009418798,0.0007082224,0.0002700548,0.9552628],"genre_scores_gemma":[0.001788988,0.003580262,0.0004001337,0.001225289,0.001474389,0.00003191552,0.0003139578,0.0001485646,0.9910365],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7615336,"threshold_uncertainty_score":0.7977496,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02676475240594258,"score_gpt":0.2325379128563823,"score_spread":0.2057731604504397,"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."}}