{"id":"W6909019908","doi":"10.34943/08e8b09d-2956-4edb-8fd9-248f0577b073","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":[0.0005510513,0.00138337,0.0006629315,0.001908542,0.0008045416,0.001268574,0.001661392,0.001003894,0.01638261],"category_scores_gemma":[0.002951595,0.0003509225,0.0004165565,0.003767199,0.000358581,0.0009153975,0.001113645,0.001022613,0.03402075],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002201111,"about_ca_system_score_gemma":0.003440442,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2809117,"about_ca_topic_score_gemma":0.4399333,"domain_scores_codex":[0.9993967,0.00006211172,0.00004152309,0.0001617808,0.0002043744,0.0001334982],"domain_scores_gemma":[0.9987663,0.0001116783,0.0000652386,0.0002736764,0.0006550614,0.000128084],"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":[0.00003476114,0.00001010973,0.0009827659,0.0001000618,0.000009612034,0.00002470179,0.00001759101,0.0005514578,0.0001025507,0.0004695425,0.9959545,0.001742423],"study_design_scores_gemma":[0.00007733172,0.00001317603,0.008853811,0.0001583577,0.00001165664,0.00005709767,0.0001682862,0.001550421,0.0003546354,0.001022795,0.9877033,0.00002907037],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0005400291,0.00005091717,0.0001008447,0.0001123791,0.00004638727,0.00001391708,0.9967217,0.0003891222,0.002024683],"genre_scores_gemma":[0.001384398,0.00003611718,0.0002242375,0.00004234083,0.000006633245,0.00002710612,0.9971505,0.00005747062,0.00107127],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.2809117,"threshold_uncertainty_score":0.5585531,"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."}}