{"id":"W2790093452","doi":"10.3354/meps12501","title":"Mechanisms of stability of rhodolith beds: sedimentological aspects","year":2018,"lang":"en","type":"article","venue":"Marine Ecology Progress Series","topic":"Marine and coastal plant biology","field":"Earth and Planetary Sciences","cited_by":34,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Benthic zone; Oceanography; Ecology; Geology; Sediment; Paleontology; Biology","routes":{"ca_aff":true,"ca_fund":true,"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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003583685,0.0001411664,0.0003900099,0.00006598651,0.00006977062,0.000007003604,0.0002498534,0.0001460688,0.01142843],"category_scores_gemma":[0.00008379003,0.0001039165,0.00005251512,0.0001599562,0.001156965,0.000108613,0.0001643223,0.00009959785,0.00003219514],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000002601789,"about_ca_system_score_gemma":0.00005741272,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001247648,"about_ca_topic_score_gemma":0.01475526,"domain_scores_codex":[0.9987862,0.0001608034,0.0003430419,0.0002708063,0.0001200536,0.0003191144],"domain_scores_gemma":[0.9992594,0.0001395195,0.0001934562,0.0002172271,0.0001224299,0.00006800463],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004976144,0.00007831444,0.9689736,0.00004664122,0.00004193872,0.0000144931,0.00006044586,7.992176e-7,0.0001262272,0.007875085,0.00006417654,0.0222206],"study_design_scores_gemma":[0.0002656096,0.004153953,0.9456549,0.000004065991,0.00002038365,0.00007641796,0.0001576301,0.00009009791,0.01463766,0.03336324,0.001445945,0.0001300827],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9663429,0.00003667367,0.00000880219,0.0003283434,0.0003414764,0.0002163442,0.00007381239,0.00004012229,0.03261154],"genre_scores_gemma":[0.9962345,0.0000131935,0.003167462,0.00006742954,0.00005166584,0.000003584812,0.0001293753,0.000002182426,0.0003306269],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03228091,"threshold_uncertainty_score":0.9894753,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0180165132853897,"score_gpt":0.2239181687076737,"score_spread":0.205901655422284,"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."}}