{"id":"W6927656027","doi":"10.34943/863f9470-4e5c-4627-8230-111a6d737d9e","title":"Tsawwassen - Swartz Bay Ferry Route Fluorometer Deployed 2009-02-05","year":2011,"lang":"en","type":"dataset","venue":"Ocean Networks Canada Society","topic":"Enzyme function and inhibition","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Bay; Fluorometer; Estuary; Digital data; Software deployment; Data logger","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":[0.0002182086,0.0005414131,0.0003919429,0.00002486614,0.0002398901,0.00006009191,0.0004093228,0.001004374,0.0002787521],"category_scores_gemma":[0.0000267233,0.0005421967,0.0004159631,0.0001578503,0.00009940931,0.000008574329,0.0001949412,0.0006583976,0.000003550186],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001820563,"about_ca_system_score_gemma":0.0008107175,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.06676891,"about_ca_topic_score_gemma":0.3062176,"domain_scores_codex":[0.9976982,0.00009801511,0.0004314933,0.000767422,0.0003527433,0.0006521568],"domain_scores_gemma":[0.9983994,0.00001845944,0.0002647158,0.0008746459,0.0001342428,0.0003084826],"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":[0.00002697495,0.0000422643,0.00006230521,0.00003744855,0.0002596505,0.00001379533,0.000006102216,0.0001407504,0.0001479847,0.000001265962,0.9991854,0.00007598964],"study_design_scores_gemma":[0.0004326444,0.0001430819,0.0001188891,0.00004544988,0.0001326534,0.00002510063,0.00004256197,0.0001034893,0.0005866306,0.000002783378,0.9977485,0.0006182193],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.001783143,0.001924181,0.0004233834,0.0001428906,0.002830855,0.0003865583,0.9923387,0.00004688833,0.0001233932],"genre_scores_gemma":[0.003247396,0.0018766,0.0001827993,0.006782293,0.002085708,0.00001583575,0.9827055,0.00008113149,0.003022734],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.2394487,"threshold_uncertainty_score":0.9997029,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007528824320392528,"score_gpt":0.1930297224261172,"score_spread":0.1855008981057246,"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."}}