{"id":"W4411617988","doi":"10.51847/raooo2xbwc","title":"10.51847/RaoOO2xbwc","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Hydrology and Sediment Transport Processes","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Geotechnical engineering; Geology; Shear strength (soil); Flow (mathematics); Shear (geology); Mechanics; Petrology; Soil science; Soil water","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0007115256,0.001120596,0.0005255174,0.001705882,0.0007568118,0.002646377,0.000971609,0.002171259,0.8237653],"category_scores_gemma":[0.001178399,0.0003388701,0.0005060206,0.002173365,0.0005618757,0.001437527,0.00132122,0.0008382326,0.8301027],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006105763,"about_ca_system_score_gemma":0.0006023889,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004283493,"about_ca_topic_score_gemma":0.00374188,"domain_scores_codex":[0.9995424,0.00005382076,0.00003785749,0.0001504561,0.0001392655,0.00007621657],"domain_scores_gemma":[0.9990709,0.0002094131,0.00006052064,0.0001957446,0.0003373382,0.0001261143],"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":[0.0002360213,0.0002295741,0.00175067,0.00027071,0.00003359295,0.0002307334,0.0001104167,0.001782128,0.009214012,0.006364942,0.08041775,0.8993595],"study_design_scores_gemma":[0.00008227974,0.0001764217,0.003347555,0.0001867831,0.00004434686,0.0007123404,0.0001951932,0.01069618,0.004784327,0.003686191,0.9760401,0.00004817365],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01426451,0.002308282,0.04536737,0.001565393,0.002155322,0.0002470981,0.002062645,0.005760223,0.9262692],"genre_scores_gemma":[0.0190419,0.0005842564,0.009478504,0.000389137,0.0001928732,0.0000971666,0.001994295,0.000458106,0.9677636],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1762347,"threshold_uncertainty_score":0.2513773,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004263137846812625,"score_gpt":0.1674215910089302,"score_spread":0.1631584531621176,"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."}}