{"id":"W2521946652","doi":"","title":"Modeling Ice Patch Location via GIS Analysis of Topography - Short Paper","year":2011,"lang":"en","type":"article","venue":"CAA 2012","topic":"Indigenous Studies and Ecology","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Snow; Physical geography; Geology; Terrain; Elevation (ballistics); Aerial survey; Geography; Remote sensing; Cartography; Geomorphology","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004213648,0.00008297398,0.000281405,0.0001772158,0.0007812383,7.751479e-7,0.00009655469,0.0001511137,0.001782766],"category_scores_gemma":[0.00001824598,0.00007143949,0.0001047671,0.0005221628,0.00002832541,0.00008998829,0.00006996325,0.0001597739,0.00009454826],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005391095,"about_ca_system_score_gemma":0.00005778677,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01742594,"about_ca_topic_score_gemma":0.05479362,"domain_scores_codex":[0.9988583,0.000093354,0.0003519097,0.0001509855,0.00008039521,0.0004650345],"domain_scores_gemma":[0.9992252,0.00004776139,0.00007269343,0.000262233,0.0003380994,0.00005400471],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007361614,0.0002518086,0.8191609,0.0002083632,0.002024096,0.000002417711,0.1691923,0.001101133,0.0003024423,0.001675224,0.00203787,0.003969758],"study_design_scores_gemma":[0.0007962583,0.0004181795,0.7899428,0.00009476339,0.006045968,0.00000113827,0.09854005,0.08521567,0.0001046699,0.001679837,0.01622313,0.0009375315],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9405637,0.0008042964,0.02080538,0.0001005244,0.0005896809,0.0004212979,0.00001453752,0.00004059179,0.03666004],"genre_scores_gemma":[0.9985634,0.0001380732,0.000382914,0.0003969766,0.00008580722,0.0000661794,0.00002528905,0.00001049169,0.0003308481],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08411453,"threshold_uncertainty_score":0.9991297,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07692808338398367,"score_gpt":0.3588848369904118,"score_spread":0.2819567536064281,"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."}}