{"id":"W6892188396","doi":"10.5065/d66w985q","title":"2003 Helo Survey CTD Data. Version 1.0","year":2007,"lang":"en","type":"dataset","venue":"Earth Observing Laboratory","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Fisheries and Oceans Canada","funders":"","keywords":"Transect; Sampling (signal processing); CTD; Current meter; Seabird; Line (geometry)","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.009181047,0.001215785,0.00119587,0.0007959755,0.0004675784,0.000354319,0.005202814,0.001400676,0.003942965],"category_scores_gemma":[0.006711852,0.001368213,0.00008292696,0.005680308,0.0002610047,0.001156688,0.002953927,0.002300984,0.09000055],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002855621,"about_ca_system_score_gemma":0.002751693,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004615179,"about_ca_topic_score_gemma":0.03298533,"domain_scores_codex":[0.9912007,0.001866428,0.001092382,0.002229933,0.00203962,0.00157094],"domain_scores_gemma":[0.9859846,0.0006031696,0.0009858906,0.009374189,0.00236281,0.0006893964],"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":[0.0001378177,0.0001843505,0.002336054,0.0002791196,0.00016971,0.0003469272,0.00001094397,0.00001147471,0.0001469676,8.517808e-7,0.9962916,0.00008414963],"study_design_scores_gemma":[0.0007325321,0.00006209189,0.04095447,0.0003820669,0.0001675063,0.000004148063,0.00002228887,0.00003021754,0.0001133687,8.492137e-7,0.9561886,0.001341891],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.001421326,0.004659022,0.000004606266,0.00001368314,0.004580068,0.0006358143,0.9880978,0.0004951977,0.00009242301],"genre_scores_gemma":[0.00001080059,0.0004709589,0.0007717762,0.001012143,0.001085903,0.00001107607,0.9957651,0.0003757428,0.0004964217],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.08605758,"threshold_uncertainty_score":0.9998957,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07736715171226961,"score_gpt":0.3140994380873888,"score_spread":0.2367322863751192,"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."}}