{"id":"W6946612596","doi":"10.34943/2ced263b-f46d-43ed-b99c-4a238fd5d198","title":"Juan de Fuca Strait Acoustic Receiver Deployed 2020-04-28","year":2020,"lang":"en","type":"dataset","venue":"Ocean Networks Canada Society","topic":"Bioactive natural compounds","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Software deployment; Underwater; Pacific ocean; Digital data","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"],"consensus_categories":[],"category_scores_codex":[0.0001593028,0.0006109105,0.0004650293,0.00001080738,0.0002204792,0.00007532664,0.0008377607,0.001196595,0.00004640144],"category_scores_gemma":[0.00007072663,0.0006389387,0.0003993728,0.000242686,0.0001673987,0.0000048146,0.0002459275,0.001490238,0.000001939283],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004764604,"about_ca_system_score_gemma":0.002240505,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.04535703,"about_ca_topic_score_gemma":0.335026,"domain_scores_codex":[0.9973838,0.000136701,0.0003474856,0.0009013169,0.000423982,0.0008067114],"domain_scores_gemma":[0.9984261,0.0000524641,0.0002640434,0.0006670755,0.0001391611,0.0004511855],"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":[0.0000576425,0.00002255831,0.00002906043,0.00008645202,0.0004993784,0.00004960834,0.000006706142,0.001278138,0.001133224,3.989848e-7,0.9966822,0.0001546878],"study_design_scores_gemma":[0.0003914436,0.0001207573,0.0002303172,0.00003745142,0.000232281,0.00003100611,0.00007101533,0.0006496101,0.0002210985,0.000005115083,0.997309,0.0007009373],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0009058726,0.002152309,0.0002796048,0.0006301359,0.001103074,0.000342389,0.9945238,0.00003331415,0.00002949246],"genre_scores_gemma":[0.02850422,0.002746825,0.0002550331,0.007058731,0.002850498,0.000006458138,0.9581411,0.00009001949,0.0003471327],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.289669,"threshold_uncertainty_score":0.9996062,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005031372380395659,"score_gpt":0.207749105256341,"score_spread":0.2027177328759453,"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."}}