{"id":"W6927596870","doi":"10.34943/b535a943-50d6-4406-b976-a9106e063c0c","title":"Barkley Canyon Upper Slope Nitrate sensor Deployed 2021-03-26","year":2021,"lang":"en","type":"dataset","venue":"Ocean Networks Canada Society","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Canyon; Nitrate; Software deployment; Ocean chemistry; Street canyon","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":[0.0005096207,0.001648791,0.0009037038,0.001294391,0.0009230513,0.001052526,0.002441725,0.00117756,0.01335799],"category_scores_gemma":[0.001625692,0.0004162383,0.0004128334,0.002636146,0.0003610747,0.0008522852,0.0009738249,0.001156707,0.02255319],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002245543,"about_ca_system_score_gemma":0.003580946,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3280947,"about_ca_topic_score_gemma":0.5611028,"domain_scores_codex":[0.9995127,0.00004512035,0.00002915062,0.0001284689,0.000174438,0.0001101049],"domain_scores_gemma":[0.9992029,0.00006197165,0.00003773957,0.0001406845,0.0004490586,0.0001076742],"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":[0.00005849162,0.0000231925,0.001153698,0.0001509246,0.00001245488,0.00002962465,0.00002318918,0.0007009322,0.0002133784,0.0002908338,0.9951736,0.002169672],"study_design_scores_gemma":[0.0002169301,0.00003137024,0.01431811,0.0002397207,0.00002224901,0.00007443381,0.0002666257,0.004106821,0.001255549,0.00117218,0.9782398,0.00005611218],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0008487364,0.00006126559,0.000147196,0.0001088899,0.00003745465,0.00002438522,0.9962803,0.000648584,0.001843266],"genre_scores_gemma":[0.001126407,0.00003068953,0.000372394,0.00003241717,0.000003647684,0.00003009606,0.9975392,0.00004200086,0.000823195],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.6719053,"threshold_uncertainty_score":0.65237,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007410375798611834,"score_gpt":0.2068963461703435,"score_spread":0.1994859703717317,"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."}}