{"id":"W6965373007","doi":"10.34943/541c2c9c-e200-48c7-b0a4-ecf4d782adec","title":"Patricia Bay Transmissometer Deployed 2008-02-28","year":2010,"lang":"en","type":"dataset","venue":"Ocean Networks Canada Society","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Bay; Attenuation; Satellite; Detector; Nautical mile; Data set","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":[0.0009969514,0.001795488,0.001673886,0.0001265522,0.0007924649,0.000274041,0.002350825,0.002832385,0.0009172221],"category_scores_gemma":[0.0001020416,0.001822431,0.001340734,0.001700595,0.0003952986,0.0002155269,0.0002350703,0.006470739,0.00005176932],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0018142,"about_ca_system_score_gemma":0.004697687,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7180392,"about_ca_topic_score_gemma":0.9740867,"domain_scores_codex":[0.9916403,0.0003127154,0.001286505,0.001783846,0.002252122,0.002724521],"domain_scores_gemma":[0.9941921,0.0006821814,0.0008898056,0.002550013,0.0003460287,0.001339864],"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":[0.00003747339,0.0001115838,0.0001092331,0.0001668312,0.0007828434,0.0001849329,0.00003521348,0.001396701,0.000003382186,0.000001006075,0.9968681,0.0003027074],"study_design_scores_gemma":[0.001117326,0.00004952286,0.0001776088,0.0001109062,0.0009400531,0.00004309778,0.00005116149,0.002433867,0.000003992618,0.00001073665,0.9931058,0.001955912],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0002627785,0.002379804,0.0001106585,0.0003217547,0.003338598,0.0009689595,0.9922809,0.0003127001,0.00002383915],"genre_scores_gemma":[0.0006247063,0.001470533,0.0004891336,0.0052166,0.003508676,0.0000314689,0.9875395,0.0006800749,0.00043925],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.2560475,"threshold_uncertainty_score":0.9999961,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005277292232307713,"score_gpt":0.196543125251751,"score_spread":0.1912658330194433,"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."}}