{"id":"W4395040308","doi":"10.1353/vcr.2023.a925213","title":"Staying the Course","year":2023,"lang":"en","type":"article","venue":"Victorian review","topic":"Thomas Hardy Literature Studies","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Course (navigation); History; Astronomy; Physics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003484621,0.0001066092,0.0001915467,0.00001986834,0.0003903764,0.0001221574,0.0001792823,0.00001170079,0.001105932],"category_scores_gemma":[0.00006366097,0.00005770335,0.00009331149,0.0001158059,0.00008901412,0.00008160844,0.00005888971,0.0001029148,0.001735553],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001093721,"about_ca_system_score_gemma":0.00001704264,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001583148,"about_ca_topic_score_gemma":0.0000547078,"domain_scores_codex":[0.9992949,0.0000638697,0.0001716178,0.0001243728,0.0001577148,0.0001874929],"domain_scores_gemma":[0.9994875,0.0000827611,0.00005273505,0.0002756265,0.0000740637,0.00002734688],"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":[5.505971e-7,0.000004857251,0.00002293556,0.0005758622,0.00003642859,0.000006322024,0.01273943,3.315077e-8,0.000001348758,0.8195916,0.1658372,0.001183493],"study_design_scores_gemma":[0.00003839763,0.000008486008,0.00009085928,0.0009845144,0.00005588642,8.86886e-7,0.000509313,5.142573e-7,6.601808e-7,0.0004956433,0.9977334,0.00008144185],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.00008432198,0.3827615,0.000001942597,0.02426375,0.005892444,0.0006562016,0.00006790509,0.0005302959,0.5857416],"genre_scores_gemma":[0.4956556,0.3138674,0.00005074111,0.01625573,0.02136859,0.00058501,0.0001299782,0.0001620485,0.1519249],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.8318962,"threshold_uncertainty_score":0.9998072,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04060818933759067,"score_gpt":0.2828980631251418,"score_spread":0.2422898737875512,"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."}}