{"id":"W3022492490","doi":"10.1016/b978-0-12-800768-6.00004-3","title":"Geomorphology","year":2015,"lang":"en","type":"book-chapter","venue":"Elsevier eBooks","topic":"Geological formations and processes","field":"Earth and Planetary Sciences","cited_by":9,"is_retracted":false,"has_abstract":false,"ca_institutions":"Queen's University","funders":"","keywords":"Geology; Delta; Fluvial; Geomorphology; Bedrock; Shore; Point bar; Tidal flat; Sediment; Oceanography","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000202376,0.0002158803,0.0002908346,0.00007509308,0.00009363754,0.00003267766,0.0002479369,0.0002891214,0.03299382],"category_scores_gemma":[0.00001911904,0.0001581095,0.00007927822,0.00000917225,0.0001513716,0.00004380449,0.00002033323,0.0002878024,0.007213163],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000003377499,"about_ca_system_score_gemma":0.00009380773,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000007329846,"about_ca_topic_score_gemma":0.0003901357,"domain_scores_codex":[0.9990779,0.00001424859,0.0002485456,0.0002249062,0.0002112183,0.0002232157],"domain_scores_gemma":[0.9993467,0.00005321945,0.0001246536,0.0002178422,0.000103189,0.0001543759],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00000661292,7.979102e-7,0.0001716373,0.00001878644,0.00001450178,0.00002544696,0.00002720822,0.0000149888,4.58936e-8,0.002177522,0.001577436,0.995965],"study_design_scores_gemma":[0.0000712608,0.0000930089,0.0002567062,0.00002290202,0.00002356126,0.00005918154,0.000003523593,0.00001746378,4.939538e-7,0.09495164,0.9043033,0.0001969493],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00007437509,0.003569597,0.000001628783,0.00008367234,0.0003476038,0.0001444686,0.0001905584,0.00005084764,0.9955372],"genre_scores_gemma":[0.004577257,0.00009364002,0.00023779,0.0004069629,0.0001875017,0.000001047299,0.0004584234,0.000005723641,0.9940317],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9957681,"threshold_uncertainty_score":0.9935598,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03480211735230233,"score_gpt":0.227800747577619,"score_spread":0.1929986302253166,"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."}}