{"id":"W6965465284","doi":"10.34943/f920a491-45cb-4c86-abce-3eaeed5c17e4","title":"Burrard Inlet Carbon Dioxide Sensor Deployed 2022-10-04","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":"Carbon dioxide; Fjord; Inlet; Seawater; Measure (data warehouse); Software deployment","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":[0.0005853396,0.001629455,0.0008466597,0.001522269,0.0007568929,0.001043236,0.002295459,0.00131751,0.01123198],"category_scores_gemma":[0.001696906,0.0003688782,0.0004500272,0.002953051,0.0003584532,0.0008760989,0.0009237239,0.00111162,0.0192501],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001931981,"about_ca_system_score_gemma":0.002344327,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2374615,"about_ca_topic_score_gemma":0.3716813,"domain_scores_codex":[0.999385,0.00005977875,0.00003820327,0.0001870424,0.000215975,0.000113977],"domain_scores_gemma":[0.9991584,0.00006521263,0.00004282973,0.0001980432,0.0004242114,0.000111225],"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":[0.00007581793,0.00003562996,0.001894273,0.0001754772,0.0000191106,0.00004734964,0.00002544492,0.001257203,0.0003551108,0.0003950561,0.9924974,0.003222123],"study_design_scores_gemma":[0.0001814974,0.0000371379,0.0178841,0.0001862421,0.00002410583,0.00009835923,0.0002304934,0.005838843,0.001556881,0.001064555,0.972841,0.00005683],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.001514495,0.00008188814,0.0002068164,0.0001366675,0.00006121539,0.00002830723,0.9947314,0.0007563274,0.00248286],"genre_scores_gemma":[0.001955099,0.00003040216,0.0003827978,0.0000370523,0.000006164362,0.00003587111,0.9964294,0.00005027333,0.001072913],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.2374615,"threshold_uncertainty_score":0.4721586,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007616926206094091,"score_gpt":0.2053350154604806,"score_spread":0.1977180892543865,"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."}}