{"id":"W2547302194","doi":"10.1016/j.margeo.2016.10.012","title":"Pebble and cobble transport on a steep, mega-tidal, mixed sand and gravel beach","year":2016,"lang":"en","type":"article","venue":"Marine Geology","topic":"Coastal and Marine Dynamics","field":"Earth and Planetary Sciences","cited_by":19,"is_retracted":false,"has_abstract":false,"ca_institutions":"Dalhousie University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Cobble; Pebble; Geology; Debris; Forcing (mathematics); Swash; Storm; Bay; Submarine pipeline; Oceanography; Geomorphology; Hydrology (agriculture); Geotechnical engineering; Atmospheric sciences","routes":{"ca_aff":true,"ca_fund":true,"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":[0.00009929172,0.0001816764,0.0002279361,0.0005816197,0.001311399,0.0006597636,0.0003232913,0.0005727204,0.003527159],"category_scores_gemma":[0.0003992649,0.0001809547,0.000249262,0.0006114696,0.0003261978,0.0002848819,0.0004016665,0.0003293862,0.0003534506],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001108019,"about_ca_system_score_gemma":0.0009773723,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1504315,"about_ca_topic_score_gemma":0.3015655,"domain_scores_codex":[0.9999101,0.000009945058,0.000004716477,0.00001912734,0.00001278656,0.00004325489],"domain_scores_gemma":[0.9997717,0.00003564033,0.00001655389,0.00001631475,0.00004929998,0.0001105315],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002346343,0.0005740636,0.9010372,0.0000469769,0.0001358439,0.008486401,0.00118223,0.03646462,0.03017683,0.001679236,0.001962134,0.01590809],"study_design_scores_gemma":[0.00002666903,0.0003137398,0.9452,0.00001123688,0.00003175142,0.000325007,0.003316496,0.04889211,0.00100998,0.0002703203,0.000576904,0.00002578584],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991786,0.000003121773,0.00003587029,0.00001264159,0.000001637762,0.00000281798,0.0001024154,0.000005025102,0.000657888],"genre_scores_gemma":[0.9989663,0.000007442935,0.0001073354,0.000002894673,0.000001004849,0.000001384954,0.00008493815,0.000001615111,0.0008270777],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1504315,"threshold_uncertainty_score":0.2991117,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00689491273088726,"score_gpt":0.176834690806986,"score_spread":0.1699397780760987,"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."}}