{"id":"W1551122567","doi":"10.1002/9783433603840.ch10","title":"Technical avalanche protection international: facts and figures","year":2014,"lang":"en","type":"other","venue":"","topic":"Cryospheric studies and observations","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"German; Table (database); Regional science; Geography; Political science; Library science; Computer science; Archaeology; Data mining","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":[0.0005399635,0.0009670712,0.0002782007,0.008585899,0.0004953574,0.002654853,0.0007454743,0.0006447093,0.05497414],"category_scores_gemma":[0.001990234,0.0003231073,0.0003320622,0.01464026,0.0003286548,0.002947296,0.000799341,0.0009272498,0.03531447],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001486959,"about_ca_system_score_gemma":0.00158797,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01586762,"about_ca_topic_score_gemma":0.01134387,"domain_scores_codex":[0.9992784,0.00005225001,0.00007022135,0.0000909539,0.0004455615,0.00006278008],"domain_scores_gemma":[0.999216,0.0001010589,0.0001274286,0.00008888896,0.0004245749,0.0000421429],"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":[0.00003079868,0.00002521614,0.001524516,0.0007295155,0.00001000774,0.00005816526,0.0001938166,0.0005620122,0.0003040109,0.009463411,0.8727912,0.1143073],"study_design_scores_gemma":[0.000001066236,0.00000331177,0.002823435,0.0001261518,0.000002604128,0.00005272877,0.00005636206,0.00004061989,0.00008459705,0.0004754436,0.9963304,0.000003266619],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.004842563,0.03601691,0.003006076,0.002640953,0.003308532,0.0001340208,0.09670644,0.001872729,0.8514718],"genre_scores_gemma":[0.05839157,0.09849537,0.01260784,0.0008015304,0.001903506,0.0003379748,0.1872187,0.00182211,0.6384215],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.05497414,"threshold_uncertainty_score":0.1839068,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02097159348022993,"score_gpt":0.2225397516812557,"score_spread":0.2015681582010258,"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."}}