{"id":"W6945176412","doi":"10.21966/q5vm-8797","title":"Bulk and Size-Fractionated Chlorophyll and Phaeopigment Concentrations Collected by Niskin Bottle, BC, Canada (Research)","year":2017,"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008740407,0.001738096,0.001303563,0.005926795,0.001427785,0.001847466,0.002085739,0.0008149698,0.01704383],"category_scores_gemma":[0.003798906,0.0005029191,0.0007717733,0.01586408,0.000448974,0.0005928628,0.001226203,0.001165831,0.0214672],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007757159,"about_ca_system_score_gemma":0.01808931,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7467251,"about_ca_topic_score_gemma":0.8374205,"domain_scores_codex":[0.9987763,0.00006084424,0.000109156,0.0002918722,0.0004974696,0.0002643846],"domain_scores_gemma":[0.9954243,0.0002726904,0.0003482562,0.0004034708,0.003211423,0.0003398511],"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":[0.0001366584,0.00003695859,0.01647458,0.0009407851,0.0001069442,0.00006853818,0.00009023732,0.0005169398,0.000446836,0.0005046397,0.9732003,0.007476615],"study_design_scores_gemma":[0.0000818484,0.00001086298,0.04980389,0.0003206647,0.00005500264,0.00004974281,0.0002721391,0.000484699,0.0008072418,0.0002846793,0.9477883,0.00004086156],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0005045551,0.00005325187,0.00004284825,0.00001685885,0.0000105783,0.00001334962,0.9987024,0.00005790561,0.0005983097],"genre_scores_gemma":[0.00117725,0.00007580513,0.0002355283,0.00001795859,0.000004400907,0.00006123655,0.9973992,0.00002758419,0.001000932],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.2532749,"threshold_uncertainty_score":0.509533,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02894386372275032,"score_gpt":0.3202101288387898,"score_spread":0.2912662651160395,"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."}}