{"id":"W4404689054","doi":"10.1109/oceans55160.2024.10754098","title":"Environmental Assessment of Railway Wheels for Long-Term Moorings in the Juan de Fuca Ridge","year":2024,"lang":"en","type":"article","venue":"","topic":"Environmental and Ecological Studies","field":"Energy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ocean Networks Canada Society","funders":"","keywords":"Ridge; Term (time); Geology; Environmental science; Marine engineering; Aeronautics; Geodesy; Engineering; Physics; Paleontology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002308049,0.000107786,0.000136791,0.0000211973,0.00005936432,0.00002028304,0.0001436746,0.00004613255,0.0009090164],"category_scores_gemma":[0.000005219079,0.00006267519,0.00009295716,0.00004304595,0.00008212232,0.00006159829,0.00009764391,0.00008756725,0.00003591462],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001459655,"about_ca_system_score_gemma":0.000004239782,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009399226,"about_ca_topic_score_gemma":0.0002386293,"domain_scores_codex":[0.9992567,0.00003182696,0.0001796454,0.0001833691,0.000120346,0.0002281278],"domain_scores_gemma":[0.99967,0.0001799743,0.00002008468,0.00010353,6.928385e-7,0.00002574772],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004045727,0.001101581,0.8577275,0.0002557853,0.0002269374,0.0000631161,0.001976194,0.0009487968,0.03591236,0.05337575,0.002367803,0.04600375],"study_design_scores_gemma":[0.000241874,0.0001786288,0.9873806,0.00001609771,0.00002065804,0.000003622474,0.0003722098,0.0004074751,0.002841209,0.001344728,0.007089503,0.0001033713],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9824724,0.0003075445,0.0004215073,0.0007579668,0.0000836761,0.0002239953,0.00001838213,0.00002488059,0.01568963],"genre_scores_gemma":[0.9974602,0.0002359425,0.0003792518,0.0002858196,0.0000547784,0.0001636485,0.00001439518,0.000009748944,0.001396198],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1296532,"threshold_uncertainty_score":0.9953092,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02099665748575849,"score_gpt":0.2768704759997118,"score_spread":0.2558738185139533,"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."}}