{"id":"W7081928528","doi":"10.34943/9b023d1a-d50a-4f59-bf0e-280fd4ce6a0b","title":"Folger Pinnacle Fluorometer Turbidity Deployed 2025-09-04","year":2025,"lang":"en","type":"dataset","venue":"Ocean Networks Canada Society","topic":"Geochemistry and Geologic Mapping","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Fluorometer; Turbidity; Pinnacle; Detector; Photometer; Chlorophyll a","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":[0.0007440045,0.001707226,0.000782032,0.00195944,0.0007707197,0.00111184,0.002243682,0.001154768,0.009574391],"category_scores_gemma":[0.002037698,0.000335875,0.0005932791,0.002932097,0.0003991842,0.001018677,0.001112257,0.00111905,0.02164345],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001842239,"about_ca_system_score_gemma":0.001936235,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1011642,"about_ca_topic_score_gemma":0.1816556,"domain_scores_codex":[0.9992406,0.00007581874,0.00005894456,0.0002233605,0.0002595446,0.0001417066],"domain_scores_gemma":[0.999164,0.00007039146,0.00005747107,0.0002170955,0.0003845716,0.0001064544],"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":[0.0001620955,0.00005590225,0.003261918,0.0002727095,0.00003456987,0.00007318245,0.00005020445,0.001405161,0.0006895891,0.000575362,0.9872113,0.006207974],"study_design_scores_gemma":[0.000273257,0.00007659183,0.02276355,0.0001461683,0.00003039401,0.0001443175,0.0002268065,0.006669147,0.002213583,0.001318322,0.9660655,0.0000724964],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.002673059,0.00008782166,0.0003029279,0.0001195655,0.00004386614,0.00004184037,0.9922661,0.002566175,0.001898626],"genre_scores_gemma":[0.00176296,0.00002268176,0.0004907993,0.00003071398,0.00000437172,0.00004076013,0.9970035,0.00006038878,0.0005838706],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.8988358,"threshold_uncertainty_score":0.2011507,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007926088318085243,"score_gpt":0.2016174767911647,"score_spread":0.1936913884730795,"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."}}