{"id":"W4404665651","doi":"10.1016/j.gloplacha.2024.104643","title":"Late Cretaceous ecosystem dynamics in the southern incipient Arctic Ocean: A micropaleontological and geochemical perspective","year":2024,"lang":"en","type":"article","venue":"Global and Planetary Change","topic":"Geology and Paleoclimatology Research","field":"Earth and Planetary Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Geological Survey of Canada; University of Calgary","funders":"","keywords":"Geology; Cretaceous; Oceanography; Arctic; Perspective (graphical); Paleoceanography; Ecosystem; The arctic; Paleontology; Ecology","routes":{"ca_aff":true,"ca_fund":false,"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":[],"consensus_categories":[],"category_scores_codex":[0.0003839849,0.0001604909,0.0002003544,0.00005036791,0.0001143408,0.00006556728,0.0001603132,0.0001780551,0.0002325466],"category_scores_gemma":[0.00002174706,0.00009810719,0.00002596441,0.0001526979,0.0001985346,0.00006568921,0.00002427291,0.0003558634,0.000155401],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000007689724,"about_ca_system_score_gemma":0.00001919111,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004325986,"about_ca_topic_score_gemma":0.1587922,"domain_scores_codex":[0.9987394,0.0002396336,0.000143215,0.0003592676,0.0001335501,0.0003849175],"domain_scores_gemma":[0.9994611,0.0003119364,0.00001904156,0.0001002895,0.00001456856,0.00009311143],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008205169,0.000009742786,0.9960902,0.00009062875,0.00002564687,0.000990612,0.001443003,0.000004103733,2.850117e-7,0.0004781936,0.0000294983,0.0007560072],"study_design_scores_gemma":[0.0002239545,0.0002078442,0.9697742,0.00006173227,0.00003794928,0.004024186,0.00336461,0.016595,3.659065e-7,0.004989618,0.0005316798,0.0001888089],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9649775,0.02797412,8.528269e-7,0.003686665,0.0001285843,0.0002435541,0.001028892,0.00002878914,0.001931046],"genre_scores_gemma":[0.9985253,0.0005621329,0.00001801501,0.0003718285,0.00009081555,0.000002248728,0.0004043353,0.000001309572,0.00002397996],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1544662,"threshold_uncertainty_score":0.8565577,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02017944422057153,"score_gpt":0.2331866323009214,"score_spread":0.2130071880803499,"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."}}