{"id":"W6945046702","doi":"10.21966/0ydj-0t79","title":"Place Glacier Aerial Photo and LiDAR Survey","year":2021,"lang":"en","type":"dataset","venue":"Hakai Institute","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Glacier; Climate change; Geospatial analysis; Lidar; Snow; Digital elevation model; General partnership; Aerial photography; Natural hazard","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00123082,0.0008678429,0.001090657,0.000318169,0.0003041388,0.0005192683,0.0007556182,0.0008353904,0.001535127],"category_scores_gemma":[0.001337564,0.0009127725,0.0001528618,0.0007149996,0.0006171608,0.000511429,0.0008311491,0.001026488,0.01019851],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002797219,"about_ca_system_score_gemma":0.001417325,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01016711,"about_ca_topic_score_gemma":0.04959305,"domain_scores_codex":[0.9959565,0.0005192519,0.0006228353,0.001313647,0.0008054113,0.0007823327],"domain_scores_gemma":[0.9970248,0.0001527059,0.0003677229,0.001773294,0.0002648004,0.000416701],"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":[0.0003081196,0.0001301598,0.00006924077,0.0001892594,0.0002056496,0.0008001126,0.00002273742,0.000009636785,0.0001747351,0.000009972376,0.9980258,0.0000545658],"study_design_scores_gemma":[0.001480666,0.00004337245,0.001219145,0.0002397695,0.0001934392,0.0001856544,0.000007441236,0.000004458342,0.0001743637,0.000004448816,0.9954605,0.0009867891],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.005769392,0.0008561802,0.000004477346,0.00001842918,0.006131871,0.0005720707,0.9860265,0.000144064,0.0004769667],"genre_scores_gemma":[0.00006347844,0.0005443925,0.0001845507,0.0002929977,0.001248417,0.00007747191,0.9964255,0.0001388492,0.001024343],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.03942594,"threshold_uncertainty_score":0.9993776,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03751169486256394,"score_gpt":0.28654445212854,"score_spread":0.249032757265976,"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."}}