{"id":"W2306462980","doi":"10.14288/1.0053111","title":"Surface layer dynamics and a study of finestructure in Knight Inlet, British Columbia","year":2010,"lang":"en","type":"article","venue":"cIRcle (University of British Columbia)","topic":"Soil erosion and sediment transport","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Layer (electronics); Geology; Materials science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001061931,0.0001735038,0.0002405197,0.001221413,0.002209017,0.001436871,0.0005348712,0.0002952725,0.003017853],"category_scores_gemma":[0.0004740305,0.0003393526,0.0001530982,0.002222862,0.0005743811,0.0003896531,0.0004429471,0.0003611272,0.0002540726],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01426342,"about_ca_system_score_gemma":0.004763563,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9705593,"about_ca_topic_score_gemma":0.9887409,"domain_scores_codex":[0.9998242,0.000005347303,0.000005717271,0.00003611945,0.00006723156,0.00006142338],"domain_scores_gemma":[0.9997329,0.0000295125,0.00003579677,0.00000970321,0.0001452041,0.00004699401],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001822183,0.00009452937,0.9065824,0.000121297,0.00005348402,0.001281578,0.008211609,0.005898332,0.0364888,0.001209014,0.001393224,0.03848352],"study_design_scores_gemma":[0.000003206577,0.000009376673,0.9916544,0.00002208352,0.000008217587,0.00003655308,0.002515923,0.002357615,0.00128437,0.00005164326,0.002042609,0.00001399024],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9944877,0.0001521784,0.0001742759,0.00006302277,0.000002334924,0.00001735265,0.0003794454,0.00001472205,0.004708891],"genre_scores_gemma":[0.9957337,0.0002111227,0.000398482,0.00003042247,9.954837e-7,0.000007498188,0.0003179857,0.00001031313,0.003289592],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0294407,"threshold_uncertainty_score":0.1034889,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007054674831072994,"score_gpt":0.1624726582083091,"score_spread":0.1554179833772361,"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."}}