{"id":"W1576074864","doi":"10.21236/ada523302","title":"Toward a 3rd Generation Sediment Dynamics Sensing System","year":2006,"lang":"en","type":"report","venue":"","topic":"Coastal and Marine Dynamics","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Dynamics (music); Sediment; Computer science; Geology; Remote sensing; Environmental science; Geomorphology; Physics; Acoustics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004023382,0.0007223299,0.0008080655,0.001397751,0.0006703732,0.002000967,0.001886785,0.001421765,0.006586273],"category_scores_gemma":[0.002785063,0.0004094652,0.0004820753,0.0006661774,0.0005468149,0.001440043,0.00177413,0.001075827,0.002887036],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001053542,"about_ca_system_score_gemma":0.002183594,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006354233,"about_ca_topic_score_gemma":0.00465198,"domain_scores_codex":[0.9992113,0.0001959609,0.00005730254,0.000199286,0.0002545928,0.00008151233],"domain_scores_gemma":[0.9976159,0.0002869996,0.0001446371,0.000476045,0.001269837,0.0002065403],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.001694375,0.000843207,0.02933343,0.0002799034,0.0001956687,0.0004092645,0.000745571,0.0571302,0.140918,0.02447507,0.0263485,0.7176268],"study_design_scores_gemma":[0.0002607465,0.000813805,0.008345945,0.00009758701,0.0001220503,0.000236478,0.0001401471,0.8887468,0.04831391,0.009612062,0.04318837,0.0001220062],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.03779429,0.0001341626,0.9345288,0.0008966581,0.0001374228,0.0003918134,0.00116347,0.01860375,0.006349636],"genre_scores_gemma":[0.2496459,0.0001009514,0.7419212,0.0005984839,0.00009990096,0.0004202774,0.002386007,0.0002601423,0.004567129],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.006586273,"threshold_uncertainty_score":0.02203333,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0282103316474565,"score_gpt":0.2152517901883815,"score_spread":0.187041458540925,"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."}}