{"id":"W2159563862","doi":"","title":"AN INTERNATIONAL STANDARD FOR THE EXCHANGE OF SNOW PROFILE INFORMATION AN EXAMPLE FOR A DOMAIN SPECIFIC APPLICATION OF CAAML 5.0","year":2010,"lang":"en","type":"article","venue":"2010 International Snow Science Workshop","topic":"Cryospheric studies and observations","field":"Earth and Planetary Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Snow; Snow cover; Cover (algebra); SAINT; Geography; Archaeology; Political science; Physical geography; History; Engineering; Meteorology; Art history","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":[0.01467529,0.001991293,0.001341984,0.008746116,0.001962193,0.008668242,0.004531999,0.004841532,0.03483304],"category_scores_gemma":[0.03242456,0.001701592,0.001468892,0.01023999,0.0013323,0.007101406,0.005300967,0.005016904,0.0486575],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002246246,"about_ca_system_score_gemma":0.007276918,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01495428,"about_ca_topic_score_gemma":0.009070463,"domain_scores_codex":[0.9904099,0.001747044,0.003098882,0.0009224575,0.002824633,0.0009972114],"domain_scores_gemma":[0.9713202,0.004953557,0.001729603,0.01165495,0.009075371,0.001266327],"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":[0.001151827,0.0006519353,0.005431002,0.00140695,0.0001531269,0.0011111,0.001550273,0.005919714,0.0203381,0.1234501,0.5991883,0.2396476],"study_design_scores_gemma":[0.0001796228,0.00009884487,0.00234404,0.0007268869,0.00006366616,0.0007111939,0.0002346853,0.009941247,0.0099363,0.01317086,0.9624212,0.0001713371],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.006974824,0.0006345573,0.7500547,0.001832596,0.001681823,0.004200753,0.03224121,0.1294332,0.07294639],"genre_scores_gemma":[0.04574628,0.001534279,0.6883066,0.002404074,0.0006784976,0.006306213,0.1479374,0.03247641,0.07461017],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.03483304,"threshold_uncertainty_score":0.1165282,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03186062733186933,"score_gpt":0.2795180486201193,"score_spread":0.24765742128825,"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."}}