{"id":"W6890311313","doi":"10.34943/7d7a1470-2ec7-4fdc-83c4-3bf2ce720527","title":"Tsawwassen - Swartz Bay Ferry Route Coloured Dissolved Organic Matter Deployed 2003-04-30","year":2011,"lang":"en","type":"dataset","venue":"Ocean Networks Canada Society","topic":"","field":"","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","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity"],"category_scores_codex":[0.001009329,0.002421761,0.002320125,0.0001004466,0.001026282,0.0004086528,0.00306959,0.002493639,0.008723399],"category_scores_gemma":[0.0001188917,0.002510159,0.0008591659,0.002032973,0.0004926981,0.0003333245,0.0009085867,0.004152568,0.0006820073],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.00489739,"about_ca_system_score_gemma":0.007531071,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5049381,"about_ca_topic_score_gemma":0.9042777,"domain_scores_codex":[0.9897323,0.0005978634,0.001704377,0.00238982,0.002069622,0.003505986],"domain_scores_gemma":[0.9922988,0.0002696413,0.001576433,0.00356074,0.0007072646,0.001587055],"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":[0.00007178741,0.0001730377,0.002689111,0.0002042363,0.001913804,0.000282761,0.0001113885,0.0003130577,0.000006343276,0.000002264498,0.9942234,0.000008766338],"study_design_scores_gemma":[0.001486353,0.00006005641,0.004865507,0.0002860664,0.001434209,0.00005680485,0.0002526832,0.001019029,0.000005768743,0.000009556541,0.9878311,0.002692926],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.001014589,0.00128516,0.00005548021,0.000261465,0.003736002,0.001727137,0.9914085,0.0004446004,0.00006710985],"genre_scores_gemma":[0.002778603,0.0005828101,0.0002776932,0.007063568,0.002071097,0.00006820828,0.9825829,0.001185582,0.003389595],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.3993396,"threshold_uncertainty_score":0.9989226,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00888024273409497,"score_gpt":0.2004378543426378,"score_spread":0.1915576116085428,"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."}}