{"id":"W2297579783","doi":"10.1007/s11160-016-9423-4","title":"David H. Secor: Migration ecology of marine fishes","year":2016,"lang":"en","type":"article","venue":"Reviews in Fish Biology and Fisheries","topic":"Identification and Quantification in Food","field":"Biochemistry, Genetics and Molecular Biology","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Victoria","funders":"","keywords":"Biology; Ecology; Fishery","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":[],"consensus_categories":[],"category_scores_codex":[0.0003332554,0.0001003956,0.0002257383,0.00004513747,0.00003418633,0.000006106819,0.0001111636,0.0001746376,0.0001345207],"category_scores_gemma":[0.0002999167,0.00007030931,0.00004795573,0.00006770134,0.0002240273,0.000008051155,0.00005518457,0.00003944124,0.000006254981],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000005046893,"about_ca_system_score_gemma":0.00001733581,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008619942,"about_ca_topic_score_gemma":0.0008586262,"domain_scores_codex":[0.9990545,0.0001571474,0.0003923633,0.0002559854,0.00002220945,0.000117775],"domain_scores_gemma":[0.9994784,0.00003073999,0.0001682854,0.0002485962,0.00004891377,0.00002505227],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000561673,0.00006721586,0.6464689,0.00006663056,0.0000183951,2.379949e-7,0.00005816168,4.664242e-8,0.2351612,0.00225421,0.01256651,0.1032823],"study_design_scores_gemma":[0.000255807,0.00017962,0.3217127,0.00002626907,0.000007334058,0.000006119052,0.0000150442,9.849398e-7,0.02486277,0.0005882326,0.6522378,0.0001072651],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9912473,0.001410492,0.000313285,0.004579066,0.000235243,0.0002968494,0.00003505178,0.000009422961,0.001873307],"genre_scores_gemma":[0.9603301,0.03676743,0.0004608005,0.0005988833,0.0000702146,0.00006063747,0.0001790622,0.000006771091,0.001526072],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6396713,"threshold_uncertainty_score":0.286713,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0254477992231046,"score_gpt":0.2799156845284142,"score_spread":0.2544678853053096,"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."}}