{"id":"W2594603641","doi":"10.1080/03632415.2016.1276331","title":"Salient Needs for Conservation of Atlantic Salmon","year":2017,"lang":"en","type":"article","venue":"Fisheries","topic":"Fish Ecology and Management Studies","field":"Environmental Science","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"Fisheries and Oceans Canada","funders":"World Wildlife Fund","keywords":"Salient; Fishery; Geography; Biology; Archaeology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008569723,0.00004517289,0.00008009688,0.0000093266,0.0002963639,0.00001539733,0.000134125,0.00002377674,0.0004088298],"category_scores_gemma":[0.0001010117,0.00004083379,0.00002185516,0.00001789645,0.0002766546,0.0001633665,0.0001486918,0.0000154786,0.00002542338],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001175825,"about_ca_system_score_gemma":0.000001466348,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002971701,"about_ca_topic_score_gemma":0.001897878,"domain_scores_codex":[0.9996988,0.000005705659,0.00008065053,0.00007382737,0.0000510142,0.00009001699],"domain_scores_gemma":[0.9996939,0.00002929928,0.00009306064,0.0001686667,0.000005079908,0.000009935915],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001665769,0.00001457168,0.8040202,0.00001544144,0.0000102127,2.562102e-7,0.0001960426,0.000003388053,0.00008501107,0.0008052572,0.1945959,0.0002370451],"study_design_scores_gemma":[0.0001486329,0.0000591817,0.9007925,0.000003935699,0.00001252582,1.110416e-7,0.0001260059,0.00005723667,0.0003009945,0.001649523,0.09680399,0.00004533525],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9474984,0.000002724842,0.0002212043,0.007009123,0.0001863789,0.0001900193,0.000003608243,0.00001501193,0.04487349],"genre_scores_gemma":[0.9958154,0.00001324726,0.0004914759,0.0004730016,0.00001330502,0.00003599554,0.00000508299,0.00000338871,0.00314913],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09779193,"threshold_uncertainty_score":0.44764,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02111385858207347,"score_gpt":0.2313068381327741,"score_spread":0.2101929795507007,"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."}}