{"id":"W6965548836","doi":"10.34943/7a9929bd-c18d-4bde-b1fc-ba4db4be7dd1","title":"Wally Land Fluorometer Deployed 2011-09-18","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":"Fluorometer; Canyon; Digital data; Hydrate; Radiation; Observatory","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":[0.0008189369,0.001502091,0.001415384,0.00008474084,0.0005267838,0.0001911171,0.002105531,0.001575002,0.002902162],"category_scores_gemma":[0.00004269977,0.001481144,0.0008517785,0.0005511774,0.0003270645,0.0002131787,0.0005618826,0.00267663,0.0002222699],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001883473,"about_ca_system_score_gemma":0.003318866,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8546645,"about_ca_topic_score_gemma":0.9453191,"domain_scores_codex":[0.9933844,0.0002920339,0.00101128,0.001536481,0.00156724,0.002208621],"domain_scores_gemma":[0.9950863,0.0002654971,0.000863967,0.002461719,0.0003022907,0.001020289],"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":[0.00004976432,0.00008007285,0.0004437403,0.0001317549,0.001128774,0.0001754509,0.00003135688,0.0003207481,6.684685e-7,9.914771e-7,0.9975384,0.00009828155],"study_design_scores_gemma":[0.0008715924,0.00006428308,0.0005375881,0.0001287864,0.0007055675,0.00004264078,0.00003195517,0.0006435448,0.000001883609,0.00001280797,0.9953259,0.001633468],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0001853009,0.001996011,0.0000249536,0.00006061223,0.002629073,0.0007227947,0.9940051,0.0002741621,0.0001019816],"genre_scores_gemma":[0.0002072493,0.001115406,0.0004189366,0.002461752,0.002063762,0.00002721876,0.9916969,0.0005573212,0.001451453],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.09065454,"threshold_uncertainty_score":0.9997728,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01532887980392486,"score_gpt":0.2081166797845322,"score_spread":0.1927877999806073,"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."}}