{"id":"W748774844","doi":"","title":"Fishing for sustainability: Will your grandchildren have the option to eat seafood?","year":2011,"lang":"en","type":"book","venue":"Bond University Research Portal (Bond University)","topic":"Child Nutrition and Water Access","field":"Nursing","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Fishing; Sustainability; Fishery; Business; Natural resource economics; Economics; Ecology; 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","sts"],"consensus_categories":[],"category_scores_codex":[0.001037002,0.0005648245,0.0006471304,0.002146151,0.002296278,0.0002782398,0.002036555,0.0007047843,0.0001596847],"category_scores_gemma":[0.0002172131,0.0005846196,0.0006492191,0.0008961495,0.0006076508,0.001145734,0.001094694,0.001650833,0.00003294852],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001916485,"about_ca_system_score_gemma":0.0007211824,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001211505,"about_ca_topic_score_gemma":0.003021392,"domain_scores_codex":[0.9957086,0.0003742769,0.0003095792,0.001278046,0.001050329,0.001279115],"domain_scores_gemma":[0.9958772,0.000453778,0.0002211043,0.001049455,0.001713121,0.0006853605],"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":[0.00764538,0.000548832,0.00192204,0.0007243628,0.0004369681,0.001235157,0.004399579,0.00002575414,0.00002351997,0.1081912,0.8731769,0.001670247],"study_design_scores_gemma":[0.00260955,0.0007339556,0.000813556,0.0002418751,0.0002989392,0.00001957319,0.005911681,0.00002752829,0.000150574,0.01686891,0.9716049,0.0007189267],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.02693827,0.0001471316,0.0008932817,0.02276014,0.0008392004,0.009897115,0.001895731,0.0004617296,0.9361674],"genre_scores_gemma":[0.03706132,0.00007226815,0.0002889353,0.0002704623,0.000598668,0.000002910772,0.0009540549,0.000115551,0.9606358],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.09842801,"threshold_uncertainty_score":0.9996606,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05248001933818126,"score_gpt":0.2967730673758281,"score_spread":0.2442930480376469,"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."}}