{"id":"W6906813651","doi":"10.17882/97662","title":"Sedimentary core CAS16-31PC 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; Sediment core; Submarine pipeline","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":[0.0005179281,0.001278577,0.001198392,0.0006512746,0.0003146479,0.000216983,0.002224745,0.0008276026,0.009654963],"category_scores_gemma":[0.0002233199,0.001342602,0.0002856923,0.0009988892,0.0003049231,0.0003199895,0.00187373,0.001627115,0.5420402],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007228618,"about_ca_system_score_gemma":0.0006380365,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1646147,"about_ca_topic_score_gemma":0.0203103,"domain_scores_codex":[0.9939151,0.000280421,0.000897428,0.002003361,0.001607775,0.001295938],"domain_scores_gemma":[0.9930949,0.0005930077,0.0005960758,0.004912373,0.00009938828,0.0007043027],"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":[0.0001698274,0.0002093887,0.00002400043,0.0001621506,0.0007019316,0.01194748,0.00002557887,0.000008385649,0.00007357646,0.000001231892,0.9866137,0.00006274923],"study_design_scores_gemma":[0.001190726,0.00008930573,0.0001720908,0.0002888449,0.001125397,0.0000553173,0.0001054398,0.00002216207,0.00005266584,0.0001019282,0.9954365,0.001359552],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0002758919,0.000583727,1.472686e-7,0.0001480488,0.00429694,0.0009246583,0.9931068,0.0006013825,0.00006239987],"genre_scores_gemma":[0.000001766174,0.0002453207,0.0000975627,0.002385201,0.002560129,0.0001098847,0.9931175,0.0005162251,0.0009664656],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.5323852,"threshold_uncertainty_score":0.9999966,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07788494439288707,"score_gpt":0.3392289003060324,"score_spread":0.2613439559131454,"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."}}