{"id":"W6909085540","doi":"10.34943/4d3635cb-dd31-4967-b89b-eca81da80702","title":"Saanich Inlet Sill Acoustic Doppler Current Profiler 300 kHz Deployed 2017-11-29","year":2018,"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; Inlet; Sill; Current (fluid); Doppler effect; Echo sounding; Mooring; Sound (geography); Flow (mathematics)","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":[0.001334522,0.002477098,0.002041133,0.0001261756,0.001121597,0.000397318,0.003082603,0.001914893,0.0009170256],"category_scores_gemma":[0.0001992642,0.00246077,0.00102753,0.001542526,0.0008254706,0.000325805,0.001127463,0.00435357,0.0001625843],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.005054741,"about_ca_system_score_gemma":0.007945463,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.3143507,"about_ca_topic_score_gemma":0.9286629,"domain_scores_codex":[0.9883409,0.0005392801,0.001722756,0.00267064,0.003097284,0.003629195],"domain_scores_gemma":[0.9916886,0.0004907924,0.001681558,0.003721219,0.0008751791,0.001542668],"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":[0.00005343922,0.0001773338,0.0001970004,0.0005073868,0.0008406485,0.00009165343,0.00007205505,0.004869977,0.000002251021,0.000001852805,0.9931154,0.00007101511],"study_design_scores_gemma":[0.001306572,0.00007655725,0.0002029606,0.0006095193,0.001326908,0.00007339232,0.0001274508,0.01002828,0.000002456755,0.000008851225,0.9836147,0.002622337],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0003792298,0.003977827,0.000147224,0.0001434361,0.008545116,0.002119173,0.984236,0.0004366846,0.00001531202],"genre_scores_gemma":[0.001275457,0.001793928,0.0002345788,0.002183829,0.008471554,0.00008336492,0.9846622,0.0008309368,0.0004641119],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.6143122,"threshold_uncertainty_score":0.9999962,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01547315146789813,"score_gpt":0.2487159394689095,"score_spread":0.2332427880010114,"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."}}