{"id":"W4416064702","doi":"10.60162/swamphen.11.21205","title":"Multibeing Drag Rift","year":2025,"lang":"","type":"article","venue":"Swamphen a Journal of Cultural Ecology (ASLEC-ANZ)","topic":"Landslides and related hazards","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"","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":[0.000909753,0.0005415332,0.0003540094,0.0007294046,0.00395413,0.004144726,0.0006950857,0.001373955,0.009524537],"category_scores_gemma":[0.001118977,0.0001575071,0.0002645963,0.0006569048,0.008972042,0.004285072,0.005262572,0.002501021,0.0008879044],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001478078,"about_ca_system_score_gemma":0.001663866,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006141185,"about_ca_topic_score_gemma":0.01728704,"domain_scores_codex":[0.9989291,0.0001594242,0.00004589832,0.000234956,0.0002633108,0.0003673808],"domain_scores_gemma":[0.9993685,0.00006612404,0.0001395973,0.0001287099,0.0001110993,0.0001859283],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005195839,0.0000295809,0.008055114,0.0001939834,0.00002368262,0.0005841486,0.00867661,0.0003033867,0.001600273,0.8918453,0.02434075,0.06429531],"study_design_scores_gemma":[0.00001332807,0.0001385705,0.0207403,0.0002817366,0.00002515797,0.001394984,0.01014675,0.0005448186,0.0006348301,0.1141481,0.8518766,0.00005496892],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.1296447,0.007455125,0.01596471,0.02566564,0.003030101,0.0001318057,0.0003079908,0.0003498448,0.81745],"genre_scores_gemma":[0.8981157,0.001752417,0.005418895,0.004681019,0.0006336408,0.00008871723,0.000154928,0.0001036779,0.089051],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.009524537,"threshold_uncertainty_score":0.03186274,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006272827890530745,"score_gpt":0.2533080336207066,"score_spread":0.2470352057301758,"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."}}