{"id":"W6944405784","doi":"10.17882/97033","title":"Sedimentary core CAS16-01PC dataset from CASEIS Cruise","year":2023,"lang":"en","type":"dataset","venue":"SEANOE","topic":"","field":"","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Rimouski","funders":"","keywords":"Coring; Cruise; Core (optical fiber); Sedimentary rock; Core sample; On board; Raw data; Submarine pipeline; Sediment core","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.0005538481,0.001281693,0.001205841,0.0006740325,0.0003224431,0.0002168158,0.002228617,0.0008243444,0.006897635],"category_scores_gemma":[0.0002988262,0.001345258,0.0002870917,0.0009940991,0.0003082395,0.0003227379,0.001862566,0.001630355,0.5382908],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007050144,"about_ca_system_score_gemma":0.0006866487,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1783246,"about_ca_topic_score_gemma":0.03891966,"domain_scores_codex":[0.9938673,0.0002876384,0.000910402,0.002014411,0.001618695,0.001301535],"domain_scores_gemma":[0.9930529,0.0006052025,0.0006014555,0.004933397,0.0001040575,0.0007029662],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001708336,0.0002137665,0.00002863849,0.0001612184,0.0007029122,0.01203987,0.00003427321,0.00001041888,0.00009213784,8.167141e-7,0.9864814,0.00006371765],"study_design_scores_gemma":[0.001191433,0.00009112386,0.0001279506,0.0002955713,0.001119926,0.00007697946,0.0001444276,0.00003035236,0.00007065713,0.00007845914,0.9954099,0.001363208],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0004119756,0.0005508751,2.001409e-7,0.0001280493,0.003360268,0.0009745698,0.9939175,0.0006034289,0.00005313625],"genre_scores_gemma":[0.000002129445,0.0002723782,0.0000968325,0.002107148,0.002234366,0.0001112457,0.9940099,0.0005178357,0.0006481473],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.5313932,"threshold_uncertainty_score":0.9999935,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07718945184829813,"score_gpt":0.3385354726866261,"score_spread":0.261346020838328,"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."}}