{"id":"W3196164749","doi":"10.1016/j.oneear.2021.07.008","title":"Sand, gravel, and UN Sustainable Development Goals: Conflicts, synergies, and pathways forward","year":2021,"lang":"en","type":"article","venue":"One Earth","topic":"Mining and Resource Management","field":"Engineering","cited_by":222,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"Science and Technology Facilities Council; Natural Environment Research Council; Medical Research Council; Danmarks Frie Forskningsfond; Sight Research UK; UK Research and Innovation; Carlsbergfondet; Department for International Development; Department for International Development, UK Government","keywords":"Sustainable development; Foundation (evidence); Business; Civilization; Aggregate (composite); Resource (disambiguation); Environmental resource management; Sustainability; Natural resource economics; Environmental planning; Environmental science; Computer science; Geography; Ecology; Economics","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001266598,0.0001106261,0.0001440963,0.00004658644,0.0001057612,0.00007955351,0.00003675409,0.00004250065,0.00006177875],"category_scores_gemma":[0.00001825848,0.0001092051,0.00001290236,0.00008903211,0.00002259411,0.00003183465,0.0000996778,0.00007728041,0.00001087983],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001291605,"about_ca_system_score_gemma":0.00001822465,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000009062646,"about_ca_topic_score_gemma":0.000006014889,"domain_scores_codex":[0.9993474,0.00001383046,0.0001223821,0.0001629416,0.0001005564,0.0002528452],"domain_scores_gemma":[0.9997247,0.00002194449,0.00001327178,0.00012504,0.00002697836,0.00008803824],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000077807,0.0003992997,0.01362855,0.007387135,0.002531026,0.003285666,0.05831712,0.0124814,0.01727827,0.106554,0.01372266,0.7643371],"study_design_scores_gemma":[0.0006888247,0.00003217829,0.01554592,0.00008954864,0.0000304825,0.00001975631,0.003435435,0.002124273,0.01762673,0.0001207892,0.9599671,0.0003189572],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9623992,0.006002051,0.001363957,0.000082882,0.00005266568,0.0001029348,0.000002578178,0.000144026,0.02984964],"genre_scores_gemma":[0.9862704,0.0007328304,0.003387664,0.00005763939,0.00003313748,0.00001304424,0.0000134839,0.00002211191,0.009469671],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9462444,"threshold_uncertainty_score":0.4453254,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01037708004374765,"score_gpt":0.1723548148849433,"score_spread":0.1619777348411956,"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."}}