{"id":"W2326306690","doi":"10.5751/es-08202-210142","title":"A matter of ephemerality: the study of Kel Tadrart Tuareg (southwest Libya) campsites via quantitative spatial analysis","year":2016,"lang":"en","type":"article","venue":"Ecology and Society","topic":"Animal Diversity and Health Studies","field":"Agricultural and Biological Sciences","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Geography; Ecology; Archaeology; Biology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.0009802231,0.0002482417,0.0002493476,0.002212787,0.0009409147,0.001048038,0.0004728359,0.0002414532,0.0009605039],"category_scores_gemma":[0.001754766,0.0001336208,0.0001876363,0.003857891,0.001254608,0.0005873912,0.001275519,0.0002746686,0.00009586975],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001184389,"about_ca_system_score_gemma":0.00101275,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.09788407,"about_ca_topic_score_gemma":0.1682209,"domain_scores_codex":[0.999595,0.0001690315,0.00002003098,0.00006314728,0.00006367945,0.00008921624],"domain_scores_gemma":[0.9990233,0.0003089909,0.0002783918,0.00007216041,0.000209242,0.0001078629],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009800486,0.00005994844,0.9647718,0.00005226427,0.0000728204,0.0001919992,0.007227901,0.0004779623,0.001314161,0.0006636691,0.0004613718,0.02460805],"study_design_scores_gemma":[0.000004475144,0.00004670773,0.9813494,0.00003802802,0.00002298004,0.00009840896,0.01565795,0.001302621,0.0001197164,0.0002568962,0.001090424,0.00001239851],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988991,0.0001584624,0.0002382507,0.00004193644,0.000001829652,0.000009525303,0.0001385666,0.000002555937,0.000509951],"genre_scores_gemma":[0.9985842,0.0001105936,0.0008887677,0.00001100008,0.000004462084,0.00001661393,0.0001471202,0.000002776303,0.00023464],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09788407,"threshold_uncertainty_score":0.1946286,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02887714006932045,"score_gpt":0.256850609333801,"score_spread":0.2279734692644806,"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."}}