{"id":"W4403097970","doi":"10.4095/px3z0cwe2e","title":"Barremian—Aptian (Early Cretaceous) dinoflagellate cysts from the Scotian Margin, offshore eastern Canada","year":2024,"lang":"en","type":"report","venue":"","topic":"Paleontology and Stratigraphy of Fossils","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Aptian; Dinoflagellate; Cretaceous; Paleontology; Margin (machine learning); Geology; Oceanography; Submarine pipeline; Micropaleontology; Foraminifera","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001519022,0.0002028378,0.0001065766,0.001904649,0.00180452,0.0005510424,0.0003423594,0.0001576216,0.005417796],"category_scores_gemma":[0.0003283619,0.0002043184,0.0001439748,0.001983134,0.0003183441,0.00022795,0.0004797893,0.0001918069,0.001032014],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005118936,"about_ca_system_score_gemma":0.006939246,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9714977,"about_ca_topic_score_gemma":0.9912806,"domain_scores_codex":[0.9998329,0.000005266841,0.000009180814,0.00002322982,0.00007234711,0.00005702354],"domain_scores_gemma":[0.9994127,0.00002951892,0.00005276669,0.00002179151,0.0003394808,0.0001438198],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008642859,0.0001153558,0.8223902,0.000342022,0.00005762612,0.001003313,0.005025794,0.0008866173,0.0319675,0.001130781,0.05318789,0.08302872],"study_design_scores_gemma":[0.000007196336,0.00001419171,0.9787807,0.00001209388,0.000005158408,0.00006709384,0.0007474027,0.00008184415,0.001678376,0.00001999291,0.01858128,0.000004652835],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8787183,0.0005064209,0.0005010045,0.0001658673,0.00003129314,0.0002565566,0.08230296,0.0001495858,0.037368],"genre_scores_gemma":[0.8243724,0.0005942908,0.002160119,0.00007805743,0.00001011647,0.0001185157,0.08030444,0.00007270675,0.09228935],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02850229,"threshold_uncertainty_score":0.0573402,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01976214051477569,"score_gpt":0.2216342801735103,"score_spread":0.2018721396587346,"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."}}