{"id":"W4238319269","doi":"10.21608/egjec.2020.112096","title":"دراسة میدانیة لحرکة الرمال ومخاطرها على الطریق الساحلی اللیث-القنفذة، غربی المملکة العربیة السعودیة","year":2020,"lang":"ar","type":"article","venue":"The Egyptian Journal of Environmental Change","topic":"Satellite Image Processing and Photogrammetry","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Polytechnique Montréal","funders":"","keywords":"Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002053983,0.001077418,0.001159249,0.001017246,0.001802648,0.002834845,0.001073556,0.001964874,0.08567342],"category_scores_gemma":[0.003650167,0.0008783537,0.0009010766,0.001563843,0.001382895,0.001502924,0.001686572,0.003293144,0.05913852],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00105778,"about_ca_system_score_gemma":0.002941899,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002424713,"about_ca_topic_score_gemma":0.003852552,"domain_scores_codex":[0.9977782,0.000420267,0.0002050289,0.0004566096,0.0007315975,0.0004081408],"domain_scores_gemma":[0.9978768,0.0005550289,0.0001966042,0.0002317837,0.0008163775,0.0003233866],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.00349866,0.001349674,0.007711283,0.002652948,0.00009075768,0.002194786,0.006565163,0.0004434586,0.7792141,0.009753048,0.04902393,0.1375023],"study_design_scores_gemma":[0.0001045735,0.00204638,0.01733768,0.0007947562,0.0001704756,0.001303508,0.006124748,0.0009297234,0.5165129,0.003522437,0.4509798,0.000172978],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4619158,0.01894834,0.07222214,0.009061984,0.008407005,0.004316902,0.0122626,0.004532474,0.4083329],"genre_scores_gemma":[0.3413479,0.01671288,0.07711186,0.003457423,0.0008059336,0.006043946,0.01774925,0.002024868,0.5347461],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08567342,"threshold_uncertainty_score":0.2866061,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05075394282658896,"score_gpt":0.2097756505696741,"score_spread":0.1590217077430852,"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."}}