{"id":"W6924888333","doi":"10.1594/pangaea.973118","title":"Carbonate system parameters (pHtot, Total Alkalinity, Dissolved Inorganic Carbon), salinity, nutrients, in situ sensor-based measurements of temperature and depth collected from Bedford Basin/Halifax Harbour for the period of January to August 2023","year":2024,"lang":"en","type":"dataset","venue":"Open MIND","topic":"Analytic Number Theory Research","field":"Mathematics","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Cove; Harbour; Carbonate; In situ; Hydrology (agriculture); Seawater; Period (music); Sampling (signal processing)","routes":{"ca_aff":true,"ca_fund":true,"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":[0.001163062,0.00147753,0.0008969055,0.002399939,0.0007375104,0.001115474,0.001895536,0.00134891,0.02126803],"category_scores_gemma":[0.005203567,0.0004609336,0.0008309203,0.004552685,0.0003790693,0.0007321624,0.001453123,0.00115613,0.02855911],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001522707,"about_ca_system_score_gemma":0.002278813,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03664773,"about_ca_topic_score_gemma":0.06682187,"domain_scores_codex":[0.9992655,0.0000971535,0.0001054756,0.0002180445,0.0001978636,0.0001159787],"domain_scores_gemma":[0.9979872,0.0004738612,0.0002946654,0.0004017832,0.0007090876,0.0001334544],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0001604158,0.00007505864,0.01102526,0.001365463,0.00007388474,0.00005603973,0.00008636939,0.000973242,0.0004769041,0.0009077693,0.9774708,0.007328841],"study_design_scores_gemma":[0.0003949887,0.00004896098,0.04849628,0.0004593865,0.00005330009,0.00008222303,0.0003258955,0.001117684,0.0008458869,0.001242041,0.9468815,0.00005184732],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0009122308,0.00003801408,0.00008506921,0.00005523382,0.0000157722,0.00001775217,0.9981784,0.0001580516,0.0005395786],"genre_scores_gemma":[0.001541618,0.00003707145,0.0004921652,0.0000327685,0.000006154864,0.0001542402,0.9969778,0.00003234963,0.0007258256],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.9633523,"threshold_uncertainty_score":0.07286882,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08010108566513591,"score_gpt":0.343668099019278,"score_spread":0.2635670133541421,"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."}}