{"id":"W6927888244","doi":"10.34943/e276528e-42a5-45d0-a81b-a2332aa55900","title":"Barkley Canyon Upper Slope Coloured Dissolved Organic Matter Deployed 2021-03-26","year":2021,"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; Canyon; Organic matter; Wavelength; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007853171,0.001728883,0.0009579613,0.002557808,0.00131656,0.001876134,0.002650898,0.001295517,0.02241636],"category_scores_gemma":[0.003119257,0.0005040867,0.0005676764,0.005249075,0.0004580978,0.001004245,0.001475486,0.001395006,0.03550347],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003735108,"about_ca_system_score_gemma":0.006540235,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5181265,"about_ca_topic_score_gemma":0.6832761,"domain_scores_codex":[0.9991922,0.00007606702,0.00004922763,0.0002076013,0.0002952726,0.0001796603],"domain_scores_gemma":[0.9980197,0.0001671767,0.0001095011,0.0003487043,0.001116122,0.0002389412],"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":[0.00004017959,0.0000141658,0.001351174,0.0001620702,0.00001303002,0.00002955585,0.00003073976,0.0003769381,0.0001077564,0.0004073671,0.9956617,0.001805301],"study_design_scores_gemma":[0.0001120492,0.00001156574,0.008572805,0.0002042072,0.00001294486,0.00003268989,0.0002392975,0.0009928659,0.0004569512,0.000723169,0.9886068,0.00003461563],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0002909611,0.00003387188,0.0000640181,0.00005804124,0.000019114,0.00001091464,0.998138,0.0003201476,0.001064966],"genre_scores_gemma":[0.0005392967,0.00002637703,0.0002534961,0.00001972124,0.000003283265,0.00002599503,0.9983083,0.0000455893,0.0007779493],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.4818735,"threshold_uncertainty_score":0.9694227,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004942267993827436,"score_gpt":0.1972394884619524,"score_spread":0.1922972204681249,"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."}}