{"id":"W4389327758","doi":"10.1130/abs/2023am-391457","title":"BASIN-SCALE CA ISOTOPIC MAPPING REVEALS MAGNITUDE AND SCOPE OF CARBONATE DIAGENESIS IN EPEIRIC MARINE CARBONATES","year":2023,"lang":"en","type":"article","venue":"Abstracts with programs - Geological Society of America","topic":"Calcium Carbonate Crystallization and Inhibition","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Diagenesis; Geology; Carbonate; Scope (computer science); Scale (ratio); Structural basin; Geochemistry; Paleontology; Petrology; Chemistry","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001188009,0.00008640089,0.0001435471,0.0009901701,0.0005328663,0.0005388118,0.000191817,0.0002279968,0.001437421],"category_scores_gemma":[0.0003625024,0.0001785956,0.00009097114,0.0007581031,0.0003392772,0.0002555134,0.000365073,0.0001371265,0.00020278],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004467862,"about_ca_system_score_gemma":0.0003934691,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07816115,"about_ca_topic_score_gemma":0.2151925,"domain_scores_codex":[0.9999466,0.000003718991,0.00000406182,0.00002124457,0.000010481,0.00001384406],"domain_scores_gemma":[0.9998384,0.0000296533,0.00002508964,0.0000126144,0.00007179559,0.0000223998],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002857298,0.00004315806,0.866907,0.00004121333,0.00007581527,0.0001636797,0.0008932065,0.0008446126,0.1118679,0.0003328189,0.0002645527,0.01828032],"study_design_scores_gemma":[0.00000190986,0.000004278493,0.9987423,0.000001311889,0.000003922659,0.00001618117,0.0001086193,0.000217548,0.0006684799,0.00001327564,0.0002209193,0.000001229423],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980039,0.0000428356,0.00005515707,0.00001293936,7.408086e-7,0.000002069975,0.0001826017,0.000007116141,0.00169274],"genre_scores_gemma":[0.9994288,0.00002976871,0.00006969122,0.000007024783,6.982673e-7,0.000001466085,0.0001041293,0.000002768811,0.000355656],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07816115,"threshold_uncertainty_score":0.1554124,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02084736915140499,"score_gpt":0.2440935816506773,"score_spread":0.2232462124992723,"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."}}