{"id":"W7099829066","doi":"","title":"and","year":2016,"lang":"en","type":"article","venue":"","topic":"DNA and Biological Computing","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Continental shelf; Demersal zone; Bottom trawling; Bathyal zone; Trawling; Demersal fish; Range (aeronautics)","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":[],"consensus_categories":[],"category_scores_codex":[0.00002724752,0.00002162313,0.00001754747,0.000002350362,0.00001155869,0.000002430227,0.00002136254,0.00002351036,0.0000202701],"category_scores_gemma":[0.00001988094,0.000009493712,0.000007877128,0.000005578431,0.00002070079,1.999559e-7,0.00004348537,0.000004277605,0.000007010353],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":3.834651e-7,"about_ca_system_score_gemma":0.000001625112,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":4.972393e-7,"about_ca_topic_score_gemma":7.760819e-7,"domain_scores_codex":[0.9998371,0.000005165067,0.00002351524,0.00007583948,0.00001021289,0.00004818871],"domain_scores_gemma":[0.999929,0.000003698784,0.000004388398,0.0000395311,0.000005624066,0.00001780488],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00000344679,0.000002167003,0.009001774,2.995172e-7,0.000001710417,1.718597e-7,3.220871e-7,8.031741e-9,0.9367409,0.0004857495,0.0005511267,0.05321229],"study_design_scores_gemma":[0.000376333,0.0003171798,0.04430557,0.000005011285,0.000001828685,0.00001379755,0.000007254341,0.000003619719,0.6985037,0.0009050419,0.255426,0.0001347016],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9865046,0.00007309952,0.003160518,0.0003060357,0.00001616869,0.00001192332,3.742093e-7,0.000005715481,0.009921558],"genre_scores_gemma":[0.9969217,0.00003003607,0.000447644,0.0002590111,0.0000557947,4.147409e-7,6.208093e-7,0.000001088429,0.002283751],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2548748,"threshold_uncertainty_score":0.03871423,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007042725026483431,"score_gpt":0.2146663490748712,"score_spread":0.2076236240483877,"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."}}