{"id":"W6888711191","doi":"10.21966/90h6-b497","title":"Bulk and Size-Fractionated Chlorophyll and Phaeopigment Concentrations Collected by Niskin Bottle, BC, Canada (Provisional)","year":2014,"lang":"en","type":"dataset","venue":"Hakai Institute","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Chlorophyll a; Phytoplankton; Chlorophyll; Filter (signal processing); CTD","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002395932,0.0008546162,0.0008799147,0.0001500585,0.0009047443,0.0002940184,0.0004218662,0.0004743692,0.0007168824],"category_scores_gemma":[0.0007033407,0.0008763909,0.00006412122,0.000597224,0.0008659525,0.0004209241,0.0002569638,0.000812599,0.0002875777],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001108543,"about_ca_system_score_gemma":0.003740329,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7843625,"about_ca_topic_score_gemma":0.9112899,"domain_scores_codex":[0.9960199,0.0001633112,0.0008151254,0.001183964,0.001110902,0.000706784],"domain_scores_gemma":[0.997194,0.0003883562,0.0006256586,0.0008104592,0.0003777253,0.000603814],"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":[0.0001252289,0.0001507426,0.00002444879,0.0001375347,0.0002691723,0.0001023853,0.00001378968,0.00003450449,0.0004964861,0.0001068335,0.9983314,0.0002075097],"study_design_scores_gemma":[0.002437775,0.00009436689,0.0007127997,0.0001652365,0.0002832051,0.0001119909,0.00001921807,0.0002019005,0.0002151763,0.00002504407,0.994823,0.0009102795],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.005094361,0.001126512,0.00001829964,0.0006010588,0.001695977,0.001279564,0.9898114,0.0001168867,0.0002559127],"genre_scores_gemma":[0.004714955,0.0009766158,0.0002129077,0.0009208561,0.0002883315,0.0002011654,0.9911547,0.00009629807,0.001434217],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.1269274,"threshold_uncertainty_score":0.9993687,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005356492613217211,"score_gpt":0.2167479776512416,"score_spread":0.2113914850380244,"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."}}