{"id":"W6946440325","doi":"10.34943/25507fec-1cab-411f-a307-3278f1d7600f","title":"Cambridge Bay Fluorometer Turbidity Deployed 2015-08-27","year":2015,"lang":"en","type":"dataset","venue":"Ocean Networks Canada Society","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Fluorometer; Turbidity; Bay; Satellite; Chlorophyll a; Filter (signal processing); Detector","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":[0.0009887321,0.001546863,0.001007843,0.003352961,0.001042195,0.001814891,0.002335789,0.0009675278,0.01590669],"category_scores_gemma":[0.004678033,0.0004510078,0.0006364186,0.006542552,0.0004265712,0.001022229,0.001571541,0.001149004,0.0249766],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004290656,"about_ca_system_score_gemma":0.005820597,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.5294793,"about_ca_topic_score_gemma":0.6514803,"domain_scores_codex":[0.9987211,0.0001001118,0.0001086464,0.0002951646,0.0005527511,0.0002221544],"domain_scores_gemma":[0.9971682,0.000171979,0.0001782386,0.0004515505,0.001789777,0.0002403206],"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":[0.0000640452,0.00001838092,0.005647934,0.0002515886,0.0000291792,0.00003920516,0.00005618472,0.0005702722,0.0001864258,0.0005872913,0.9881136,0.004435977],"study_design_scores_gemma":[0.00008245202,0.00001386523,0.02313862,0.0002157621,0.00002316003,0.0000507098,0.0002314136,0.001348414,0.0006258073,0.0006109712,0.9736019,0.00005681455],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0008100899,0.00008378779,0.000152817,0.0000726172,0.00003004231,0.00002220547,0.9965737,0.000576328,0.00167844],"genre_scores_gemma":[0.001304618,0.00005024817,0.0004475444,0.00003052517,0.000006546873,0.00004740097,0.996922,0.00007269719,0.001118413],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.5294793,"threshold_uncertainty_score":0.9465834,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01424636032346375,"score_gpt":0.2344520501651436,"score_spread":0.2202056898416798,"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."}}