{"id":"W1975773666","doi":"10.1006/ecss.2001.0795","title":"Effects of Mesh Size on Sieved Samples of","year":2001,"lang":"en","type":"article","venue":"Estuarine Coastal and Shelf Science","topic":"Marine Biology and Ecology Research","field":"Earth and Planetary Sciences","cited_by":49,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of New Brunswick","funders":"","keywords":"Sieve (category theory); Intertidal zone; Biology; Ecology; Mathematics","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":[0.0005105178,0.000081625,0.0001743601,0.00007848872,0.0001469748,0.00001015697,0.0002580603,0.00003994564,0.0005572881],"category_scores_gemma":[0.0004314345,0.00005748702,0.00002424073,0.000366676,0.001255509,0.000113332,0.00008284146,0.00009435045,0.00001882898],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000001111258,"about_ca_system_score_gemma":0.00007078815,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00179458,"about_ca_topic_score_gemma":0.001456645,"domain_scores_codex":[0.9990904,0.00004080779,0.0001468169,0.0002365915,0.0002118392,0.0002734945],"domain_scores_gemma":[0.9989165,0.0007552244,0.00005269852,0.0001112722,0.00005554005,0.0001087808],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001186433,0.00004054834,0.9762726,0.00003059693,0.000004883686,0.00001127138,0.00006945753,0.00001761315,0.006141592,0.0002732986,0.00002925339,0.01699027],"study_design_scores_gemma":[0.0002374264,0.000755869,0.9866371,0.000009541767,0.000003665559,0.00001077397,0.0000344944,0.0003553458,0.01119865,0.0004748485,0.0002193959,0.00006287774],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9927269,0.00004368397,0.000007158766,0.00011479,0.0001253922,0.0001057022,0.000003859456,0.000008756054,0.006863803],"genre_scores_gemma":[0.9989376,0.0001213523,0.0001423324,0.00005779596,0.0000201757,7.493972e-7,0.000002726074,8.456021e-7,0.0007164314],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0169274,"threshold_uncertainty_score":0.6101914,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01150788268669807,"score_gpt":0.2294407026179726,"score_spread":0.2179328199312745,"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."}}