{"id":"W6927740434","doi":"10.34943/ffc15930-d0a8-4ea9-9b5c-d59248146b11","title":"Strait of Georgia Central Node Deployed 2022-03-10","year":2022,"lang":"en","type":"dataset","venue":"Ocean Networks Canada Society","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Node (physics); Software deployment; Interface (matter); Submarine pipeline; Quality assurance","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":[],"consensus_categories":[],"category_scores_codex":[0.0005510508,0.00138337,0.0006629308,0.00190854,0.0008045412,0.001268574,0.001661392,0.001003893,0.01638263],"category_scores_gemma":[0.002951594,0.0003509227,0.0004165566,0.003767196,0.0003585809,0.000915397,0.001113645,0.001022612,0.03402076],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002201111,"about_ca_system_score_gemma":0.003440444,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2809121,"about_ca_topic_score_gemma":0.4399338,"domain_scores_codex":[0.9993967,0.00006211167,0.00004152301,0.0001617805,0.0002043741,0.000133498],"domain_scores_gemma":[0.9987663,0.0001116783,0.0000652386,0.0002736764,0.0006550624,0.0001280841],"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":[0.00003476111,0.0000101097,0.0009827641,0.0001000617,0.000009612007,0.00002470177,0.00001759099,0.0005514571,0.0001025506,0.0004695418,0.9959545,0.001742421],"study_design_scores_gemma":[0.00007733165,0.00001317602,0.008853799,0.0001583576,0.00001165662,0.00005709762,0.0001682861,0.001550419,0.000354635,0.001022795,0.9877033,0.00002907034],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0005400278,0.00005091697,0.0001008446,0.0001123788,0.00004638709,0.00001391706,0.9967217,0.0003891218,0.002024682],"genre_scores_gemma":[0.001384396,0.00003611711,0.0002242378,0.00004234083,0.000006633245,0.00002710612,0.9971505,0.00005747067,0.00107127],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.7190879,"threshold_uncertainty_score":0.5585541,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006259173338027053,"score_gpt":0.2015338411921133,"score_spread":0.1952746678540863,"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."}}