{"id":"W4386122851","doi":"10.11159/icepr23.120","title":"Rehabilitation and Landscape Integration of a Tailings Deposit in Atacama, Chile","year":2023,"lang":"en","type":"article","venue":"Proceedings of the World Congress on New Technologies","topic":"Tailings Management and Properties","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Pontificia Universidad Católica de Valparaíso","keywords":"Tailings; Rehabilitation; Mining engineering; Environmental planning; Geology; Environmental science; Business; Metallurgy; Medicine; Materials science","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000130664,0.0001011633,0.00015423,0.0004788992,0.00002519992,0.00002498738,0.0002595663,0.00005543181,0.0000014017],"category_scores_gemma":[0.0003174322,0.00007240313,0.00002990978,0.0008461985,0.00009318505,0.0001611845,0.0001262715,0.0001425698,0.000001565117],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000144355,"about_ca_system_score_gemma":0.000002840057,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002013568,"about_ca_topic_score_gemma":0.00007057009,"domain_scores_codex":[0.9994348,0.000001662967,0.0002085739,0.0001228824,0.0001138888,0.0001182093],"domain_scores_gemma":[0.9997188,0.00007276578,0.00007931088,0.0000900883,0.00003137063,0.000007610637],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0002827761,0.00007007149,0.3176824,0.002285954,0.0001255651,0.000001010586,0.003351695,0.002032148,0.3041631,0.051875,0.04422009,0.2739103],"study_design_scores_gemma":[0.0007113476,0.00020866,0.03556305,0.001685578,0.00003121448,8.647611e-7,0.006362792,0.01664434,0.9153035,0.02010557,0.003095753,0.0002873314],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9945013,0.0003030373,0.000001838847,0.00213405,0.0001101402,0.0002404746,0.000001048043,0.0006550465,0.002053063],"genre_scores_gemma":[0.9983799,0.0001875899,0.000563883,0.000005721312,0.000006348358,0.00002622659,7.017429e-7,0.00001176407,0.0008178489],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6111404,"threshold_uncertainty_score":0.2952514,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009580309325558478,"score_gpt":0.2099902911187541,"score_spread":0.2004099817931956,"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."}}