{"id":"W2164053303","doi":"10.1111/faf.12130","title":"Should we call them fishers or fishermen?","year":2015,"lang":"en","type":"article","venue":"Fish and Fisheries","topic":"Linguistic Variation and Morphology","field":"Social Sciences","cited_by":39,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Fishing; Fish <Actinopterygii>; Discipline; Diversity (politics); Geography; Term (time); Fishery; Political science; Sociology; Social science; Law; Biology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004168917,0.0001135166,0.0001723992,0.00002607405,0.0002833535,0.0001707374,0.000164215,0.0001682503,0.00175177],"category_scores_gemma":[0.001389648,0.00009184561,0.00003171371,0.0001431764,0.0003480312,0.0001876636,0.00005420745,0.0001207685,0.00004386545],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004647434,"about_ca_system_score_gemma":0.0002675036,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001446369,"about_ca_topic_score_gemma":0.005911421,"domain_scores_codex":[0.9989511,0.0001184335,0.0001660004,0.0002135601,0.0002424046,0.0003084731],"domain_scores_gemma":[0.999276,0.0001266273,0.00005739168,0.0001321804,0.0001221386,0.0002856592],"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":[0.00008786617,0.00003583526,0.02386797,0.000009817147,0.00002057862,0.00003802,0.03564058,2.786754e-7,0.000002384288,0.007810481,0.9271999,0.005286311],"study_design_scores_gemma":[0.0004175775,0.00006263628,0.002361084,0.000006256893,0.00001337691,0.000006828102,0.008255005,0.00001052212,0.000007273989,0.003391309,0.9853213,0.0001468567],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.03904529,0.00005403646,0.0001297707,0.09513993,0.002230886,0.0002919499,0.00004372949,0.0002892924,0.8627751],"genre_scores_gemma":[0.8112586,0.0005570504,0.001928619,0.02070416,0.001871082,0.00005886229,0.00004084969,0.0000394477,0.1635413],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.7722133,"threshold_uncertainty_score":0.9991608,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.158141490617405,"score_gpt":0.3248339355132809,"score_spread":0.166692444895876,"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."}}