{"id":"W2609425667","doi":"10.3138/9781442679795","title":"Set Adrift: Fishing Families","year":2002,"lang":"en","type":"book","venue":"","topic":"Gender, Labor, and Family Dynamics","field":"Social Sciences","cited_by":29,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Fishing; Fishery; Biology","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":[0.0003663707,0.000281914,0.0003505678,0.0001342578,0.0005626804,0.0002180075,0.0005904378,0.0007173945,0.001941592],"category_scores_gemma":[0.0000858253,0.0002779317,0.0001794567,0.0001375083,0.0003006478,0.0001832001,0.00008580568,0.00045638,0.0006527359],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000301141,"about_ca_system_score_gemma":0.0005639211,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002110297,"about_ca_topic_score_gemma":0.0129376,"domain_scores_codex":[0.9980269,0.00008832084,0.0002762757,0.0004040753,0.0006841709,0.000520232],"domain_scores_gemma":[0.9990776,0.0001636747,0.000125865,0.0003295792,0.0001249773,0.0001783106],"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":[8.730706e-7,0.00001067233,0.0006475701,0.00003063738,0.00004027176,0.0000142883,0.03518132,0.000006239212,3.406924e-7,0.09573411,0.866663,0.001670635],"study_design_scores_gemma":[0.00008508101,0.00001391889,0.0003586861,0.00003854286,0.00003352437,5.518645e-7,0.01630733,0.00005745537,1.033019e-7,0.01077396,0.9719501,0.0003807486],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0003263182,0.0005667314,0.0001502061,0.0004366663,0.001253803,0.0002421613,0.0001032382,0.0002860728,0.9966348],"genre_scores_gemma":[0.001502076,0.003992031,0.0003367511,0.00100632,0.00107893,0.00000746558,0.0001151396,0.000043148,0.9919181],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1052871,"threshold_uncertainty_score":0.9999673,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03437105451196927,"score_gpt":0.2704879198691729,"score_spread":0.2361168653572037,"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."}}