{"id":"W4392368884","doi":"10.22541/essoar.170956940.00121049/v1","title":"Poster Stanley Scott FINAL FOR OSM","year":2024,"lang":"en","type":"preprint","venue":"","topic":"Methane Hydrates and Related Phenomena","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Arctic; Oceanography; Sea ice; The arctic; Arctic ice pack; Water column; Geology; Environmental science; Seawater; Climatology; Atmospheric sciences","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0007762164,0.00126686,0.0008324264,0.001341798,0.001876292,0.005321332,0.001475658,0.002234855,0.8659198],"category_scores_gemma":[0.001628514,0.0004844596,0.000726168,0.001150056,0.0005003173,0.003564077,0.005465551,0.002202942,0.7726948],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009518004,"about_ca_system_score_gemma":0.001812794,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001720015,"about_ca_topic_score_gemma":0.003903956,"domain_scores_codex":[0.9993578,0.00007275052,0.00004672669,0.0001776359,0.0002570419,0.00008802654],"domain_scores_gemma":[0.9990829,0.00007044874,0.0000353888,0.0001418123,0.0003758199,0.0002935216],"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":[0.00004759594,0.00003092056,0.0001051096,0.0001273982,0.000003352615,0.00008091224,0.0000431137,0.00005076727,0.0002447664,0.004394853,0.9134434,0.08142775],"study_design_scores_gemma":[0.000003590396,0.00000617515,0.00009453594,0.0000542181,9.193101e-7,0.000032842,0.00002796821,0.00001712977,0.00005509934,0.0004158844,0.9992895,0.000002013853],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0006686068,0.003311733,0.00122398,0.007769808,0.01360949,0.0001656827,0.004275123,0.001641958,0.9673336],"genre_scores_gemma":[0.001124126,0.001101001,0.000403041,0.0007548438,0.0004899649,0.00003850669,0.001348744,0.000379302,0.9943606],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1340802,"threshold_uncertainty_score":0.1912492,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02895263386255582,"score_gpt":0.2654364382621764,"score_spread":0.2364838043996206,"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."}}