{"id":"W6979808891","doi":"","title":"Airborne Mapping and Laser Scanning of Trail Valley Creek and Inuvik-Tuktoyaktuk-Highway, NWT, Canada","year":2019,"lang":"en","type":"other","venue":"Helmholtz-Zentrum für Polar-und Meeresforschung (Alfred-Wegener-Institut)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Laser scanning; Lidar; Laser; Erosion","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":[0.0001797666,0.0002963812,0.0002241337,0.001898631,0.002748036,0.0009966827,0.0006700631,0.0003271851,0.007288843],"category_scores_gemma":[0.0003862916,0.0002554488,0.0002401022,0.003287724,0.0003542134,0.0002301178,0.000521605,0.0002530987,0.001604134],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009233693,"about_ca_system_score_gemma":0.02937226,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9873052,"about_ca_topic_score_gemma":0.9970911,"domain_scores_codex":[0.9995697,0.00001210058,0.000008180526,0.00006706607,0.0002148953,0.0001280942],"domain_scores_gemma":[0.9995802,0.00001147195,0.00001228764,0.00001043051,0.0003334505,0.00005221164],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007017218,0.0003580976,0.4843728,0.0005344275,0.0001693976,0.001155555,0.003806787,0.01263291,0.03226461,0.004833945,0.09806535,0.3611044],"study_design_scores_gemma":[0.00004456867,0.00004817396,0.8949209,0.0001212387,0.00004512553,0.0001725242,0.004125095,0.009474725,0.003854496,0.0002779972,0.08687649,0.0000386727],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7704308,0.001584242,0.007746582,0.0006868067,0.0001151184,0.0009017629,0.07157769,0.0009281255,0.1460289],"genre_scores_gemma":[0.8107647,0.0009159945,0.01912754,0.0000949176,0.00001748622,0.0002691327,0.02084846,0.0001962493,0.1477655],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01269478,"threshold_uncertainty_score":0.0669955,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01458523126123482,"score_gpt":0.2402141894277734,"score_spread":0.2256289581665386,"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."}}