{"id":"W4285286746","doi":"10.4095/330042","title":"Remotely operated vehicle dive in the Verrill Steps, offshore Nova Scotia","year":2022,"lang":"en","type":"report","venue":"","topic":"Oil Spill Detection and Mitigation","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Natural Resources Canada","funders":"","keywords":"Nova scotia; Nova (rocket); Submarine pipeline; Oceanography; Geology; Geography; Aeronautics; Engineering","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001335675,0.0002098227,0.000168036,0.0005048133,0.001479519,0.0005940387,0.0003708832,0.0005023963,0.00303049],"category_scores_gemma":[0.0004334606,0.0001776485,0.0001827605,0.0003945948,0.0004208896,0.000177384,0.0007883838,0.0004123769,0.0004654983],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004368631,"about_ca_system_score_gemma":0.008743243,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9102589,"about_ca_topic_score_gemma":0.9856483,"domain_scores_codex":[0.9997979,0.00001231292,0.000004855024,0.00002450007,0.00007684922,0.00008356092],"domain_scores_gemma":[0.9996998,0.00001958137,0.00003157793,0.00001054729,0.0001249337,0.0001136265],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002411028,0.0004731858,0.837468,0.0004160641,0.0002069646,0.01841768,0.006795576,0.004324131,0.03590428,0.001073828,0.0350941,0.05741516],"study_design_scores_gemma":[0.00002226765,0.0001380717,0.9857047,0.00004818048,0.000009408739,0.0002068099,0.003359115,0.0006239932,0.0005834647,0.00002752825,0.009266639,0.000009806212],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9676212,0.0002220672,0.0001362492,0.0005079476,0.00005744605,0.0001600476,0.003303238,0.00002784761,0.02796397],"genre_scores_gemma":[0.9215431,0.0002949888,0.0004847845,0.0002275739,0.0000128395,0.00006791927,0.00168045,0.00001518941,0.07567316],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08974105,"threshold_uncertainty_score":0.1805391,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03543625921525339,"score_gpt":0.2755487340608678,"score_spread":0.2401124748456144,"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."}}