{"id":"W6946546846","doi":"10.34943/6e24dcf9-4074-4380-a68d-624acfe85dee","title":"Tsawwassen - Swartz Bay Ferry Route Coloured Dissolved Organic Matter Deployed 2003-08-27","year":2011,"lang":"en","type":"dataset","venue":"Ocean Networks Canada Society","topic":"Genomics and Phylogenetic Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Colored dissolved organic matter; Dissolved organic carbon; Bay; Estuary; Organic matter; Fluorometer","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":[0.0001910058,0.0007407693,0.0006473083,0.00001665383,0.0003286017,0.00006447638,0.0007943744,0.0008764379,0.0002065349],"category_scores_gemma":[0.00002687998,0.000732498,0.0003208184,0.0002127461,0.0001581303,0.000001423421,0.0005249819,0.0005541913,0.000007270649],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001814028,"about_ca_system_score_gemma":0.001370718,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.05538682,"about_ca_topic_score_gemma":0.4757829,"domain_scores_codex":[0.997211,0.00009766912,0.0005146132,0.0009450896,0.0002963993,0.0009352128],"domain_scores_gemma":[0.9979813,0.00002432621,0.0003466122,0.001104013,0.000228542,0.0003151915],"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":[0.00002917812,0.00004275447,0.002794651,0.00005290481,0.0009369373,0.00001434283,0.0000254621,0.0001148961,0.0004094173,6.208891e-7,0.9955624,0.00001646985],"study_design_scores_gemma":[0.0005076053,0.00008787489,0.004163674,0.00002914464,0.0002967259,0.00001450286,0.0001004568,0.00004264922,0.0001572058,0.000005254069,0.9937463,0.0008485748],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.01973439,0.006578132,0.00008703984,0.0002616522,0.00309839,0.0007134881,0.9694446,0.00001352874,0.0000687757],"genre_scores_gemma":[0.02574653,0.005474095,0.0002610431,0.004647902,0.001606248,0.00002539966,0.9594202,0.0001626836,0.002655883],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.4203961,"threshold_uncertainty_score":0.9995126,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006108345175108579,"score_gpt":0.187633834943884,"score_spread":0.1815254897687754,"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."}}