{"id":"W6925276980","doi":"10.1594/pangaea.962004","title":"Super-high-resolution aerial imagery, digital surface model and 3D point cloud of Trail Valley Creek, Canada (subset 05)","year":2024,"lang":"en","type":"dataset","venue":"Publishing Network for Geoscientific and Environmental Data (PANGAEA) (Alfred Wegener Institute for Polar and Marine Research)","topic":"Maternal and Neonatal Healthcare","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Orthophoto; Digital surface; Photogrammetry; Permafrost; Point cloud; Multispectral image; Thermokarst; Digital elevation model; Aerial survey; Satellite imagery","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","sts"],"consensus_categories":[],"category_scores_codex":[0.003186258,0.0004948023,0.0007277406,0.0001903798,0.002231711,0.0008149245,0.001041213,0.0005332606,0.0001139228],"category_scores_gemma":[0.0003650973,0.000460131,0.00009292397,0.0002345376,0.0008657263,0.00192746,0.00421767,0.00134301,0.00001044073],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003426781,"about_ca_system_score_gemma":0.0008993948,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9878537,"about_ca_topic_score_gemma":0.9832666,"domain_scores_codex":[0.9948986,0.0002401439,0.0009555254,0.001424456,0.00099542,0.001485861],"domain_scores_gemma":[0.9973615,0.0004818427,0.000272217,0.001073115,0.00009717907,0.000714183],"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":[0.0004070003,0.00007457269,0.0003562418,0.002935941,0.0001082563,0.00001421497,0.00007660879,0.0001237175,0.0000251632,0.0001657813,0.9914718,0.004240688],"study_design_scores_gemma":[0.0009774457,0.0001364683,0.0003749228,0.0003732412,0.0001272438,0.00002117894,0.000287924,0.008364646,0.00000334074,0.001185211,0.9877108,0.000437547],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.03161576,0.003288565,0.0001981618,0.0008687327,0.003867534,0.001943396,0.958144,0.00002856068,0.00004525929],"genre_scores_gemma":[0.008037949,0.003327389,0.0009128413,0.0001373939,0.00136409,0.00010486,0.9828776,0.00007412739,0.003163747],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.02473357,"threshold_uncertainty_score":0.9997851,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0754765506263482,"score_gpt":0.3304184932826469,"score_spread":0.2549419426562988,"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."}}