{"id":"W6928035355","doi":"10.34943/264a650a-4d47-4975-9a9b-cbb511d478b6","title":"Folger Pinnacle Acoustic Doppler Current Profiler 600 kHz Deployed 2010-08-23","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":"Pinnacle; Acoustic Doppler current profiler; Current (fluid); Doppler effect; Quality assurance","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":[0.0009940316,0.002199922,0.001808506,0.000119757,0.0008612237,0.0002596964,0.002479056,0.00162818,0.001588163],"category_scores_gemma":[0.0001004738,0.002191596,0.001160145,0.001269097,0.0005559084,0.0003225284,0.0008586069,0.00467446,0.0003531702],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003275033,"about_ca_system_score_gemma":0.0061801,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.4174863,"about_ca_topic_score_gemma":0.7506766,"domain_scores_codex":[0.9900194,0.0004069552,0.001527186,0.002296004,0.002389723,0.003360669],"domain_scores_gemma":[0.9930477,0.000295271,0.001396556,0.00323645,0.0005749423,0.001449139],"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":[0.00006275518,0.0002461025,0.0001512347,0.0004424264,0.001087397,0.00008708509,0.00007859425,0.003218402,0.000002848389,0.000003005713,0.9944834,0.0001367509],"study_design_scores_gemma":[0.001165503,0.00005779763,0.0005381934,0.0004484329,0.001449399,0.00004504307,0.0001133328,0.00423795,0.000003100478,0.00001483466,0.9895061,0.002420316],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0001066442,0.005769254,0.0002414533,0.00009490298,0.01071372,0.001914772,0.9806938,0.0004374371,0.00002798278],"genre_scores_gemma":[0.001015448,0.001957292,0.0002488012,0.001686022,0.004083368,0.0001079185,0.9887727,0.0008536733,0.00127474],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.3331903,"threshold_uncertainty_score":0.9996679,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01923132642574051,"score_gpt":0.228933001641386,"score_spread":0.2097016752156455,"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."}}