{"id":"W6946572949","doi":"10.34943/09245c0d-9f97-4ea8-9427-5cdc6aba69d7","title":"Notre Dame Bay Acoustic Doppler Current Profiler 2 MHz Deployed 2018-07-09","year":2018,"lang":"en","type":"dataset","venue":"Ocean Networks Canada Society","topic":"Data Analysis with R","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Acoustic Doppler current profiler; Bay; Current (fluid); Doppler effect; Sound (geography); Underwater; Buoy","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","open_science"],"consensus_categories":[],"category_scores_codex":[0.0007062596,0.001131566,0.001112423,0.00008662552,0.0006177565,0.0006764273,0.005715442,0.0006572116,0.0002065344],"category_scores_gemma":[0.00008941229,0.001041273,0.0006090302,0.001252623,0.0002965536,0.0005832351,0.001824543,0.00181814,0.00005163455],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00118903,"about_ca_system_score_gemma":0.003550106,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1195236,"about_ca_topic_score_gemma":0.5220743,"domain_scores_codex":[0.9930255,0.0002417377,0.0009959581,0.002068047,0.001951216,0.001717527],"domain_scores_gemma":[0.9934373,0.0003527985,0.0008484044,0.0042213,0.0003494456,0.0007907429],"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":[0.000004186068,0.0000696307,0.000139799,0.0001453771,0.0003432623,0.00003641468,0.00002821107,0.00248586,1.876662e-7,0.000007321571,0.9962019,0.0005377981],"study_design_scores_gemma":[0.0003217535,0.00004094865,0.0002333752,0.0001891567,0.0003720956,0.00002081774,0.00001471605,0.074068,6.471722e-7,0.00001651264,0.9236297,0.001092262],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00002108659,0.001351399,0.0425603,0.0004502415,0.00630877,0.0006261414,0.9484426,0.0002283268,0.00001108752],"genre_scores_gemma":[0.0002665203,0.0008529356,0.00314478,0.002815917,0.003118787,0.00003728332,0.9891424,0.0001008476,0.000520546],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.4025507,"threshold_uncertainty_score":0.9996641,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01017829955553524,"score_gpt":0.2276757591010582,"score_spread":0.2174974595455229,"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."}}