{"id":"W6946497730","doi":"10.34943/80cc0755-b462-4e65-b5af-db9174ccbc21","title":"ROPOS Echosounder, Hydrographic Multibeam Deployed 2010-09-12","year":2013,"lang":"en","type":"dataset","venue":"Ocean Networks Canada Society","topic":"Subterranean biodiversity and taxonomy","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Bathymetry; Heading (navigation); Sonar; Hydrography; Echo sounding; Hydrographic survey; Seabed; Seafloor spreading","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","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003010407,0.0006708536,0.0005933725,0.00005939428,0.000835104,0.000250592,0.001122581,0.0007856652,0.00441183],"category_scores_gemma":[0.00001758848,0.0006384668,0.0004849989,0.0003553601,0.0003293834,0.0002496948,0.00007168725,0.001311238,0.00006069192],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001095166,"about_ca_system_score_gemma":0.0008883905,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9424624,"about_ca_topic_score_gemma":0.9742777,"domain_scores_codex":[0.996605,0.0001269627,0.0004268335,0.0008153191,0.0009307544,0.001095117],"domain_scores_gemma":[0.9978655,0.0002862906,0.0003349342,0.0007863702,0.0000929235,0.0006340021],"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":[0.00001149077,0.00001918187,0.0178858,0.00005253474,0.0002782994,0.00004511279,0.00001542639,0.003268522,1.065966e-8,1.096331e-7,0.9772267,0.001196865],"study_design_scores_gemma":[0.0004389966,0.00005411129,0.006514072,0.0000431778,0.0001644209,0.00001761646,0.0001727899,0.008219867,2.263305e-7,0.000007980007,0.983594,0.000772742],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.001752638,0.001656116,0.00003373207,0.0001947965,0.003615888,0.0006503268,0.9918345,0.0001026327,0.0001594042],"genre_scores_gemma":[0.006452928,0.001942486,0.000270655,0.002810381,0.0009125166,0.000001230487,0.9872159,0.0000148821,0.0003789953],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.03181532,"threshold_uncertainty_score":0.9996067,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01863534170620112,"score_gpt":0.1601556627607564,"score_spread":0.1415203210545553,"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."}}