{"id":"W2749937883","doi":"10.1353/thr.2017.0078","title":"For Oyster Shuckers","year":2017,"lang":"en","type":"article","venue":"˜The œHopkins review/Hopkins review","topic":"Earthquake and Disaster Impact Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Wife; Poetry; Oyster; Art; Art history; Performance art; History; Media studies; Sociology; Literature; Law; Political science; Fishery","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","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.004185763,0.0004819,0.001355523,0.00009225759,0.003775467,0.0003912079,0.002023618,0.0001277507,0.0006607639],"category_scores_gemma":[0.001894585,0.000313221,0.000982117,0.000445588,0.0008051926,0.0005907298,0.000335556,0.000284633,0.001131781],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001231878,"about_ca_system_score_gemma":0.0003537791,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001403742,"about_ca_topic_score_gemma":0.008118583,"domain_scores_codex":[0.9960462,0.0005802248,0.0009814383,0.0006083858,0.0007860318,0.0009977145],"domain_scores_gemma":[0.9958994,0.0003989234,0.0009207373,0.002095667,0.0003673669,0.0003178409],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001196536,0.00009548943,0.0008748166,0.01422944,0.0001802359,0.000008813886,0.002076741,1.266114e-7,0.000001392152,0.004257916,0.4014814,0.5767817],"study_design_scores_gemma":[0.0002967977,0.0000622943,0.0007880023,0.01854382,0.0005182656,0.00000743415,0.0001827744,0.000002002111,0.000001196731,0.0001612304,0.9790191,0.0004170617],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000136991,0.6520904,0.0001953393,0.05749158,0.00106423,0.00531278,0.0000653106,0.0001236017,0.2835198],"genre_scores_gemma":[0.01572686,0.9469478,0.0001681617,0.0309472,0.0008636229,0.000697647,0.00001687831,0.0000502154,0.004581656],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.5775378,"threshold_uncertainty_score":0.999932,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0763241489115337,"score_gpt":0.3936608837318518,"score_spread":0.317336734820318,"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."}}