{"id":"W4388388729","doi":"10.1093/oso/9780195171464.003.0009","title":"Chapter Four","year":2004,"lang":"en","type":"book-chapter","venue":"","topic":"Joseph Conrad and Literature","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Creatures; Harm; Livelihood; Quarter (Canadian coin); Subsistence agriculture; Wife; Duty; History; Psychology; Law; Agriculture; Political science; Social psychology; Natural (archaeology); Archaeology","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00003249752,0.000300435,0.0002543802,0.00009572018,0.0001334277,0.0002415954,0.000143936,0.0001790949,0.199148],"category_scores_gemma":[0.000001382897,0.0002254273,0.0002080239,0.000001327472,0.0001303374,0.00009967129,0.00003760052,0.0003506551,0.003113342],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002504445,"about_ca_system_score_gemma":0.00002878774,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000307578,"about_ca_topic_score_gemma":0.0003074626,"domain_scores_codex":[0.9992014,0.000001707414,0.0001936631,0.0002567475,0.0001752625,0.0001712306],"domain_scores_gemma":[0.9995028,0.00001158282,0.0000722226,0.0002608178,0.0000874078,0.00006512311],"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":[0.000003347542,0.000003575264,8.337174e-8,0.00001944981,0.00004701323,0.00004080899,0.00997471,7.176887e-8,5.517943e-7,0.9849287,0.003131345,0.001850385],"study_design_scores_gemma":[0.0001086686,0.00003314319,3.598644e-7,0.0001075269,0.00002448018,0.000004951636,0.00002629065,2.702225e-7,2.97741e-7,0.2309877,0.7684525,0.0002538613],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.000009485715,0.0006264701,0.000002147887,0.0006406187,0.0009313494,0.0001260885,0.00008143071,0.0001479623,0.9974344],"genre_scores_gemma":[0.01333617,0.00005397855,0.00003010128,0.00203094,0.00271857,0.000002408911,0.00005305053,0.00006416517,0.9817106],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7653211,"threshold_uncertainty_score":0.9976628,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03494076292339174,"score_gpt":0.1891349559803573,"score_spread":0.1541941930569656,"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."}}