{"id":"W6909148569","doi":"10.34943/20dd931c-0662-46d6-bf53-3ed45fac23fc","title":"Juan de Fuca Strait Acoustic Doppler Current Profiler 2 MHz Deployed 2016-10-28","year":2017,"lang":"en","type":"dataset","venue":"Ocean Networks Canada Society","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Acoustic Doppler current profiler; Current (fluid); Doppler effect; Buoy; Sound (geography); Pacific ocean; Doppler frequency; Ocean current","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","sts","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity"],"category_scores_codex":[0.001222182,0.002041082,0.001700927,0.00008753126,0.001643666,0.0006647857,0.003562741,0.001572046,0.001258306],"category_scores_gemma":[0.0001959754,0.00207777,0.001046806,0.000450901,0.0006859007,0.0003357538,0.0007656891,0.004373939,0.0001403012],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.00521298,"about_ca_system_score_gemma":0.01628846,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.3672359,"about_ca_topic_score_gemma":0.808495,"domain_scores_codex":[0.9905753,0.000379999,0.001225839,0.002040361,0.00223937,0.003539157],"domain_scores_gemma":[0.9918635,0.0003271535,0.001852501,0.00381218,0.0004810675,0.001663568],"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":[0.00005746217,0.0001743683,0.00008178139,0.0005367462,0.000881344,0.0000982079,0.00003758426,0.0123238,0.000003858749,0.00000116625,0.9854252,0.0003784366],"study_design_scores_gemma":[0.001143555,0.00005625219,0.0005707478,0.0007784254,0.001334218,0.0000572038,0.00008564382,0.007526328,0.000001255509,0.0000132505,0.9862721,0.00216105],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0001228202,0.003801056,0.0001524839,0.0001519137,0.004230978,0.00157328,0.9895954,0.0003278372,0.00004423908],"genre_scores_gemma":[0.001107336,0.001833564,0.000235042,0.0007979555,0.005439306,0.0001131698,0.9875991,0.0007092907,0.002165267],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.4412591,"threshold_uncertainty_score":0.9997241,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01498914609567135,"score_gpt":0.2662665450823742,"score_spread":0.2512773989867029,"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."}}