{"id":"W7052204485","doi":"","title":"Remote Sensing Analysis of Recent Coastal Change and Controlling Factors in Tuktoyaktuk Peninsula (Beaufort Sea Coast, Canada)","year":2022,"lang":"en","type":"dissertation","venue":"Repositório da Universidade de Lisboa (University of Lisbon)","topic":"Plasma Diagnostics and Applications","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Tundra; Climate change; Intertidal zone; Permafrost; Subaerial; Shore; Coastal management; Coastal hazards; Arctic; Sea level","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":[0.0001662855,0.0003389659,0.0002102276,0.001669843,0.0007879654,0.0008815163,0.0004236561,0.0002101037,0.0007898769],"category_scores_gemma":[0.0003917898,0.0001316693,0.0003675454,0.002614408,0.0003051054,0.0001628306,0.0002899363,0.0001888967,0.0001399046],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005454371,"about_ca_system_score_gemma":0.007646641,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9830736,"about_ca_topic_score_gemma":0.988817,"domain_scores_codex":[0.9998695,0.000005325498,0.000009161758,0.00002594712,0.00003451961,0.00005552959],"domain_scores_gemma":[0.9996934,0.00001808724,0.00003579699,0.000009577739,0.000190589,0.0000526938],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001050337,0.00005495288,0.9660984,0.0001089959,0.0001091356,0.0004735205,0.0006289609,0.003801826,0.00432377,0.0001813878,0.002107583,0.02200652],"study_design_scores_gemma":[0.00000269948,0.000005614215,0.995417,0.00001914916,0.00002607793,0.00003763916,0.0009416556,0.002426914,0.000195046,0.00001065547,0.0009103459,0.000007116077],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9931379,0.0004905481,0.0002040357,0.00007090071,0.000008879682,0.00001944643,0.004523946,0.0000226522,0.001521727],"genre_scores_gemma":[0.9928973,0.0003795344,0.0005657859,0.00002198407,0.000003524486,0.00001277765,0.00502376,0.000006833958,0.001088411],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01692641,"threshold_uncertainty_score":0.03957444,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01472777281921306,"score_gpt":0.2015102763189435,"score_spread":0.1867825034997305,"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."}}