{"id":"W7018174221","doi":"","title":"DELINEATION AND ANALYSIS OF ACTIVE GEOMORPHOLOGICAL PROCESSES USING HIGH RESOLUTION SPATIAL SURVEYS","year":2022,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Science and Climate Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Glacier; Photogrammetry; Terrain; Digital elevation model; Glaciology; Glacial period; Satellite imagery; High resolution","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":[0.0003120093,0.0001785573,0.0001122162,0.002338511,0.0002121698,0.0005774887,0.0002211033,0.0001097039,0.0005258709],"category_scores_gemma":[0.0008744744,0.0001186834,0.0001355477,0.002333046,0.0002962501,0.0003887468,0.0003045671,0.00008375002,0.0001586324],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006364126,"about_ca_system_score_gemma":0.0007000437,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.09184239,"about_ca_topic_score_gemma":0.241098,"domain_scores_codex":[0.9997731,0.00004443384,0.00002018671,0.00004044736,0.00009920266,0.0000227948],"domain_scores_gemma":[0.9994088,0.0001349581,0.0001889075,0.00009262379,0.0001469791,0.00002761737],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005767691,0.00007883814,0.7650356,0.0002329288,0.00008556632,0.0003451814,0.001827248,0.01273731,0.02229474,0.001177789,0.0007436199,0.1953834],"study_design_scores_gemma":[0.000005717375,0.0000383691,0.981854,0.00002304372,0.00001971476,0.0001354372,0.001541366,0.01087364,0.002057452,0.0002092874,0.003232223,0.000009805619],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9616985,0.0005197598,0.02942094,0.0000712277,0.000004378244,0.0001325019,0.002700248,0.0001531405,0.005299442],"genre_scores_gemma":[0.9626442,0.0005041417,0.03417873,0.00001344696,0.000005354976,0.00004509972,0.001554188,0.00001129248,0.001043491],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09184239,"threshold_uncertainty_score":0.1826156,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02250996198930721,"score_gpt":0.2397646380968077,"score_spread":0.2172546761075005,"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."}}