{"id":"W4309560358","doi":"","title":"Joseph Conrad, Heart of Darkness, edited by John G. Peters, Peterborough, Ontario, Canada, Broadview Press, 2019, 240 p..","year":2022,"lang":"en","type":"preprint","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Joseph Conrad and Literature","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Art; Art history","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":[],"category_scores_codex":[0.002034546,0.000549809,0.0007997541,0.000126907,0.0006613667,0.0006709639,0.001563674,0.0002096985,0.007843424],"category_scores_gemma":[0.0002572626,0.0005740603,0.0003325928,0.000104966,0.0003679781,0.0002373035,0.001381611,0.001442911,0.000008555386],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000423392,"about_ca_system_score_gemma":0.001739238,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9352383,"about_ca_topic_score_gemma":0.9676021,"domain_scores_codex":[0.9936447,0.003186033,0.0008860596,0.0008959954,0.0008634332,0.0005237439],"domain_scores_gemma":[0.9944036,0.0007353923,0.0007982816,0.002171976,0.001663727,0.0002270008],"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":[0.00004575628,0.0007070637,0.0009838274,0.0006867753,0.0003204958,0.00001646068,0.1521032,0.0000200516,0.0003860676,0.08855106,0.7543508,0.00182845],"study_design_scores_gemma":[0.0004256083,0.00000126404,0.0006703234,0.0009878242,0.0000908911,0.000006174196,0.0003065217,0.0001158752,0.0003964049,0.000371183,0.9960738,0.0005541212],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3147162,0.06726446,0.000656132,0.04598468,0.01164248,0.004172341,0.01850614,0.0008480563,0.5362096],"genre_scores_gemma":[0.7456784,0.001778904,0.002262916,0.00147114,0.000366105,0.0002880112,0.01509782,0.0002050668,0.2328516],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.4309623,"threshold_uncertainty_score":0.9996711,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01082427841968433,"score_gpt":0.1971681357582834,"score_spread":0.1863438573385991,"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."}}