{"id":"W2529809648","doi":"10.4000/geomorphologie.11479","title":"Construction and deflation of irrigation soils from the Pharaonic to the Roman period at Amheida (Trimithis), Dakhla Depression, Egyptian Western Desert","year":2016,"lang":"en","type":"article","venue":"Géomorphologie relief processus environnement","topic":"Archaeology and Historical Studies","field":"Arts and Humanities","cited_by":29,"is_retracted":false,"has_abstract":true,"ca_institutions":"Tellabs (Canada)","funders":"Agence Nationale de la Recherche","keywords":"Geoarchaeology; Period (music); Holocene; Archaeology; Plateau (mathematics); Geology; Human settlement; Geography; Spring (device); Physical geography","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":[0.0002080554,0.0001581558,0.000171384,0.0006336762,0.0009035871,0.0009039725,0.0003664746,0.0002593788,0.001665394],"category_scores_gemma":[0.0003965429,0.000221654,0.0001147819,0.000935923,0.001127001,0.0002698633,0.000792745,0.0002516523,0.0001632398],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001624163,"about_ca_system_score_gemma":0.001352106,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01411346,"about_ca_topic_score_gemma":0.05590075,"domain_scores_codex":[0.9998386,0.00002960682,0.00001089863,0.00002797432,0.00002260386,0.00007026562],"domain_scores_gemma":[0.9999152,0.000008434253,0.00003524946,0.000006279999,0.00001438797,0.00002033709],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007687029,0.0002793299,0.7480745,0.0006624677,0.0001015716,0.01191352,0.04916541,0.001209868,0.03181405,0.01225584,0.001698696,0.1420561],"study_design_scores_gemma":[0.00001150942,0.00005836569,0.9807226,0.00004837144,0.000008750283,0.0006664715,0.009739172,0.0001490431,0.0005198305,0.00009818342,0.007971051,0.000006661372],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9966577,0.0002099547,0.00003243329,0.00003656093,0.000002588093,0.000006887464,0.00002918335,0.000001670181,0.003022945],"genre_scores_gemma":[0.9990313,0.0001856298,0.00009486976,0.0000124165,0.000002461358,0.000004003566,0.00003275389,0.00000148204,0.0006350609],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01411346,"threshold_uncertainty_score":0.02806264,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02591478785751465,"score_gpt":0.2238006139011181,"score_spread":0.1978858260436034,"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."}}