{"id":"W6996514523","doi":"","title":"Sediment transport pathways in Burrard Inlet","year":2021,"lang":"en","type":"dissertation","venue":"Research Repository (Delft University of Technology)","topic":"Aeolian processes and effects","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Inlet; Sediment transport; Sediment; Eddy; Fjord; Erosion; Flow (mathematics); Shore; Sediment trap","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":[],"consensus_categories":[],"category_scores_codex":[0.0004558236,0.0001870222,0.0004092247,0.001050565,0.0002836768,0.00001446598,0.0007202245,0.0007357293,0.0002823556],"category_scores_gemma":[0.00004577211,0.000210901,0.0001154693,0.001250383,0.0002782943,0.0001399093,0.0000287547,0.001133329,0.00003966699],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004648596,"about_ca_system_score_gemma":0.0006713362,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004008495,"about_ca_topic_score_gemma":0.006050672,"domain_scores_codex":[0.9979696,0.0001138928,0.0002288106,0.000529844,0.0006659471,0.000491962],"domain_scores_gemma":[0.9989765,0.00007180528,0.0001325363,0.0003970997,0.0003065497,0.0001155644],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0027883,0.0008127485,0.7255937,0.008292477,0.0007583299,0.0351088,0.009849469,0.003863809,0.01836711,0.001959588,0.006806894,0.1857987],"study_design_scores_gemma":[0.002555593,0.001981589,0.7762299,0.003922577,0.0001761126,0.000155751,0.09589338,0.005283131,0.06017221,0.002513726,0.0495256,0.001590468],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9670482,0.00302837,0.000007930644,0.0001218032,0.0002155547,0.0002887005,0.00003268423,0.0000705174,0.02918622],"genre_scores_gemma":[0.989688,0.0007943662,0.0003167512,0.00000283643,0.00003249856,4.399511e-7,0.0004572956,0.000007135953,0.008700715],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1842083,"threshold_uncertainty_score":0.8600291,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01844593130866044,"score_gpt":0.2393452694992148,"score_spread":0.2208993381905544,"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."}}