{"id":"W2559244771","doi":"10.1098/rsos.160484","title":"The role of cell replacement in benthic–pelagic coupling by suspension feeders","year":2016,"lang":"en","type":"article","venue":"Royal Society Open Science","topic":"Marine Sponges and Natural Products","field":"Biochemistry, Genetics and Molecular Biology","cited_by":37,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Benthic zone; Pelagic zone; Population; Suspension (topology); Biology; Ecosystem; Carbon fibers; Ecology; Biophysics; Environmental chemistry; Chemistry; Materials science","routes":{"ca_aff":true,"ca_fund":true,"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":[0.00128924,0.00007370245,0.00007522963,0.000005907511,0.0002243405,0.00005258324,0.0008457888,0.00004897258,0.00001583503],"category_scores_gemma":[0.00009569075,0.00004094878,0.00004303538,0.0001425932,0.0003112054,0.000008877383,0.0009209455,0.00005856601,0.000002836559],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003416932,"about_ca_system_score_gemma":0.0001090146,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002406474,"about_ca_topic_score_gemma":0.00005778843,"domain_scores_codex":[0.9990125,0.00001314983,0.0001449425,0.000365441,0.0002215672,0.0002424474],"domain_scores_gemma":[0.9994337,0.00002093474,0.00008123946,0.0003271705,0.00008864637,0.00004834224],"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":[0.00003546895,0.00002324779,0.004377708,0.00000269215,0.000002625936,5.366424e-8,0.00003417365,0.00002614494,0.9888074,0.00008262536,0.004106479,0.002501335],"study_design_scores_gemma":[0.0004397584,0.0001438965,0.002531904,0.00001438882,0.000002440707,3.90049e-7,0.000525932,0.001005132,0.9700721,0.0001229891,0.02503165,0.0001094283],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9941323,0.0008942511,0.00002571061,0.0008955155,0.00008151451,0.0002340091,0.000003020643,0.0000020691,0.003731562],"genre_scores_gemma":[0.9953524,0.000411142,0.0002409958,0.00008931369,0.00001958044,0.000004135263,0.000003199885,0.000004389324,0.003874795],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02092517,"threshold_uncertainty_score":0.1725468,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006007946674600926,"score_gpt":0.2507539423818719,"score_spread":0.244745995707271,"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."}}