{"id":"W4230375324","doi":"10.1016/j.geomorph.2009.09.027","title":"Preface","year":2009,"lang":"en","type":"article","venue":"Geomorphology","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Ministry of Forests; Government of British Columbia; Saint Mary's University","funders":"","keywords":"Geology; Geomorphology","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":[0.001104411,0.0007565953,0.0005412339,0.003505445,0.002497248,0.002317456,0.001107671,0.0007680206,0.4226487],"category_scores_gemma":[0.008701697,0.0002297248,0.000480086,0.002257063,0.0004865018,0.001956088,0.001701725,0.002331372,0.233407],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001853355,"about_ca_system_score_gemma":0.001699402,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008772908,"about_ca_topic_score_gemma":0.01086832,"domain_scores_codex":[0.9995031,0.00006814107,0.00003211986,0.00007997701,0.0002742698,0.00004226624],"domain_scores_gemma":[0.9955289,0.0005679543,0.0001232573,0.0003910814,0.003008737,0.0003800594],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001962806,0.00001456948,0.00009337323,0.00006292243,0.000001276328,0.0000298951,0.00004330369,0.00004521189,0.00009011632,0.003048018,0.9680915,0.02846017],"study_design_scores_gemma":[0.000003220404,0.000006502256,0.0003605444,0.00007653684,0.000001421873,0.00002331418,0.00006049575,0.0000287794,0.00008913951,0.001779103,0.9975673,0.000003541688],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"editorial","genre_scores_codex":[0.001805839,0.008016891,0.008556249,0.02655243,0.2496337,0.0008205883,0.02000027,0.001528989,0.6830849],"genre_scores_gemma":[0.005725915,0.003190533,0.002154286,0.004240722,0.02047353,0.0002702121,0.008459449,0.0006953723,0.9547899],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.4226487,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01143228524950384,"score_gpt":0.2619222904520487,"score_spread":0.2504900052025449,"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."}}