{"id":"W4250513372","doi":"10.1130/geol.s.13377227","title":"Supplemental Material: Total organic carbon and the preservation of organic-walled microfossils in Precambrian shale","year":2020,"lang":"en","type":"preprint","venue":"","topic":"Geological Studies and Exploration","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Precambrian; Oil shale; Total organic carbon; Geology; Carbon fibers; Shale gas; Sample (material); Mineralogy; Geochemistry; Paleontology; Environmental chemistry; Chemistry; Materials science","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000788092,0.00145581,0.0009065956,0.003736412,0.001325807,0.001270586,0.001542477,0.0007930714,0.6238558],"category_scores_gemma":[0.004382528,0.0006971197,0.0007079624,0.005498883,0.0001823059,0.001231587,0.0009449431,0.0007474173,0.1208635],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009456677,"about_ca_system_score_gemma":0.001484862,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01026825,"about_ca_topic_score_gemma":0.02029294,"domain_scores_codex":[0.9995577,0.00003331161,0.00005034168,0.00009994012,0.0002041979,0.00005450423],"domain_scores_gemma":[0.9974382,0.0007307566,0.0002296059,0.0003249054,0.00106048,0.0002160476],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.00015341,0.0001560183,0.002844157,0.001099887,0.00007480656,0.00009490603,0.00007781693,0.0003981648,0.003418209,0.001730942,0.9762164,0.01373513],"study_design_scores_gemma":[0.0003820924,0.0001742905,0.06183499,0.0006209367,0.0001746788,0.0005874186,0.0002552603,0.001874276,0.009028883,0.009193108,0.9157989,0.00007527568],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"empirical","genre_scores_codex":[0.001953939,0.0001025605,0.001637784,0.000234935,0.0003118347,0.00006722046,0.9894358,0.0007664397,0.005489596],"genre_scores_gemma":[0.009325881,0.0002852896,0.007167367,0.0001347679,0.0001972796,0.0002694076,0.9701366,0.0006629656,0.01182044],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6238558,"threshold_uncertainty_score":0.5365241,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02188233840047885,"score_gpt":0.2050888312226834,"score_spread":0.1832064928222046,"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."}}