{"id":"W4403522152","doi":"10.55274/r0000076","title":"PR-676-233801-R08 Geohazard Program Considerations","year":2024,"lang":"en","type":"report","venue":"","topic":"Landslides and related hazards","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Stantec (Canada)","funders":"","keywords":"Geohazard; Geology; Seismology","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":[0.002758114,0.0007045476,0.0003692767,0.001368353,0.001931877,0.002837122,0.002003716,0.004522245,0.1358493],"category_scores_gemma":[0.004348835,0.0004445759,0.0004501735,0.001076972,0.0004090637,0.001216,0.0009837628,0.002334996,0.08314627],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002848291,"about_ca_system_score_gemma":0.01434827,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06178321,"about_ca_topic_score_gemma":0.1011153,"domain_scores_codex":[0.9948884,0.0004415242,0.00007580542,0.0002490542,0.003761893,0.0005833926],"domain_scores_gemma":[0.9960223,0.0005247962,0.0002074461,0.0001783217,0.00271777,0.0003494836],"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":[0.0002695795,0.0005095793,0.001389513,0.0002468051,0.000008796057,0.0003371618,0.0001407528,0.00110253,0.00607036,0.01262871,0.8840653,0.09323092],"study_design_scores_gemma":[0.00003301489,0.0002492849,0.001821447,0.00005285423,0.000004902042,0.0000993986,0.0001354617,0.000331148,0.001867996,0.0005315269,0.9948578,0.00001521755],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.004281571,0.0004274337,0.004559495,0.005139575,0.0005042289,0.00212541,0.00844022,0.00208693,0.9724349],"genre_scores_gemma":[0.01445,0.0005909558,0.00542455,0.001825554,0.0001560305,0.0007999071,0.006987072,0.0004144382,0.9693515],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1358493,"threshold_uncertainty_score":0.4544613,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02500937206463712,"score_gpt":0.2975129541967829,"score_spread":0.2725035821321458,"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."}}