{"id":"W4401672788","doi":"10.1515/9781773855110","title":"Canadian Mountain Assessment","year":2023,"lang":"en","type":"book","venue":"University of Calgary Press eBooks","topic":"Landslides and related hazards","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Geology; Geography","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00304092,0.001047839,0.0008877267,0.008089838,0.01183009,0.009193681,0.00352016,0.00149675,0.1324979],"category_scores_gemma":[0.01286893,0.0006323367,0.0009200799,0.01368844,0.001316467,0.002670828,0.003275031,0.002258318,0.02330998],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0663581,"about_ca_system_score_gemma":0.1960374,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9855,"about_ca_topic_score_gemma":0.991248,"domain_scores_codex":[0.9916372,0.0003814737,0.0002552742,0.0006256586,0.005991005,0.001109492],"domain_scores_gemma":[0.975204,0.0004554037,0.0002195389,0.0005224788,0.0221854,0.001413202],"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":[0.00004305886,0.00001303172,0.002822196,0.0002253663,0.00001910152,0.00008977533,0.0004797296,0.0002995061,0.0001135239,0.01947171,0.9184823,0.0579408],"study_design_scores_gemma":[0.000005183764,0.000004159313,0.005785943,0.0001492581,0.000009299993,0.00003362112,0.0006182724,0.0002065393,0.00006466325,0.0009635544,0.992129,0.00003051258],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.005450848,0.00445439,0.003416262,0.01278784,0.001943004,0.0005120733,0.1263541,0.00148951,0.843592],"genre_scores_gemma":[0.08693007,0.009613931,0.01939258,0.003787359,0.0003690037,0.0007303713,0.1232355,0.00155801,0.7543832],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1324979,"threshold_uncertainty_score":0.481464,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00951189063930887,"score_gpt":0.1890883890000185,"score_spread":0.1795764983607096,"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."}}