{"id":"W6965506761","doi":"10.34943/7054cb81-868d-49da-b7fa-2e4bd5bc5801","title":"Barkley Canyon Mid-East Fluorometer Turbidity Deployed 2009-09-10","year":2009,"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; Canyon; Benthic zone; Satellite; Chlorophyll a","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":[0.001263864,0.002370566,0.002165114,0.0001450223,0.0009622587,0.0004312937,0.002710815,0.002300724,0.001468811],"category_scores_gemma":[0.0001591162,0.002510914,0.001385599,0.001819013,0.0004326905,0.0003451129,0.0004902554,0.004222897,0.0001254152],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.005915031,"about_ca_system_score_gemma":0.006414734,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7751192,"about_ca_topic_score_gemma":0.9505004,"domain_scores_codex":[0.9891617,0.0006163684,0.001547533,0.002397177,0.00288267,0.003394546],"domain_scores_gemma":[0.9927671,0.0003254338,0.001247969,0.003346352,0.0005210639,0.001792063],"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":[0.00008224112,0.0001514383,0.00005434749,0.0001493621,0.000823467,0.0002809995,0.00002867218,0.004132495,0.000004496362,4.761923e-7,0.9938888,0.000403227],"study_design_scores_gemma":[0.001175744,0.0001000246,0.0005639867,0.000294634,0.0008670767,0.00007125569,0.00008537759,0.001476367,0.000009075029,0.000008139207,0.9928552,0.002493104],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0004034528,0.003475543,0.00002091821,0.0002593277,0.002787699,0.001099093,0.9914638,0.0004199117,0.00007023549],"genre_scores_gemma":[0.001070194,0.0009050764,0.0002663159,0.004304941,0.004202365,0.00002652734,0.986747,0.0005817658,0.001895816],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.1753812,"threshold_uncertainty_score":0.999444,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01000015523202691,"score_gpt":0.2091515291632552,"score_spread":0.1991513739312283,"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."}}