{"id":"W6927543566","doi":"10.34943/21dcdaa8-1256-4e89-8954-b8d17ac705df","title":"Odysseus Remotely Operated Vehicle Camera Deployed 2023-09-05","year":2023,"lang":"en","type":"dataset","venue":"Ocean Networks Canada Society","topic":"Iron and Steelmaking Processes","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Remotely operated underwater vehicle; Remotely operated vehicle; Software deployment; Sonar; Remote control; Video camera","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001614829,0.0006633754,0.0006336064,0.00004056729,0.0003051177,0.0001686638,0.0007203289,0.0006973807,0.00003798334],"category_scores_gemma":[0.00003408476,0.0007111924,0.000221008,0.0008578104,0.00006851272,0.00008149527,0.0001250002,0.001446314,0.00002733775],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006570141,"about_ca_system_score_gemma":0.0007760546,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.2719497,"about_ca_topic_score_gemma":0.6052115,"domain_scores_codex":[0.9973549,0.00004448606,0.000500154,0.0005475869,0.0005593076,0.0009935966],"domain_scores_gemma":[0.9986858,0.0001400889,0.0001022456,0.0006739389,0.0001077838,0.0002901054],"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":[0.00000386963,0.000007143738,0.000003574978,0.0003281548,0.0002309356,0.0001326527,0.00002221869,0.1193601,0.000002814031,0.000002178116,0.8795491,0.0003573039],"study_design_scores_gemma":[0.0002835645,0.00001666045,0.00006084609,0.0001698755,0.00009722244,0.0000114196,0.00009220178,0.06230924,0.000008080313,9.791523e-7,0.9362266,0.0007233229],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0002844299,0.002464708,0.0001064174,0.0001739039,0.004954047,0.0003456139,0.990692,0.0008613316,0.0001175629],"genre_scores_gemma":[0.001148282,0.004140357,0.00008545267,0.001418886,0.001151229,0.00001052129,0.9861368,0.0002681265,0.005640326],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.3332618,"threshold_uncertainty_score":0.9995339,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008156013068800311,"score_gpt":0.1991359695477136,"score_spread":0.1909799564789133,"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."}}