{"id":"W2182825360","doi":"10.21000/jasmr03011099","title":"Aggregate Mining and Wetland Banking","year":2003,"lang":"en","type":"article","venue":"Journal American Society of Mining and Reclamation","topic":"Mining Techniques and Economics","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Aggregate (composite); Wetland; Business; Environmental science; Mining engineering; Geology; Ecology; Biology; Materials science; Composite material","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004049929,0.00009407615,0.00019525,0.00003907961,0.0001189746,0.00004813173,0.00003428463,0.00004629887,0.00001115878],"category_scores_gemma":[0.00001998154,0.00008922551,0.00005420578,0.00007692722,0.00008717019,0.0001095446,0.000009797449,0.0001007507,1.716518e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002969157,"about_ca_system_score_gemma":0.00001174789,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003215135,"about_ca_topic_score_gemma":0.000001366828,"domain_scores_codex":[0.9994553,0.00002052031,0.0002431485,0.00008249427,0.00006181157,0.0001366683],"domain_scores_gemma":[0.9996196,0.00006334802,0.0001799159,0.000052994,0.00002377676,0.00006033347],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00002245947,0.00003152725,0.05831413,0.0004236991,0.0004113691,0.000004650699,0.04358842,0.002727806,0.01699149,0.0002345006,0.03584934,0.8414006],"study_design_scores_gemma":[0.00424663,0.001608153,0.02959661,0.003308097,0.0004025946,0.003516918,0.1442448,0.6661095,0.02629831,0.002671667,0.115183,0.002813657],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9916219,0.0005269661,0.006193165,0.00009740368,0.00007472772,0.00002845154,9.971101e-7,0.00004863792,0.001407804],"genre_scores_gemma":[0.8436502,0.003697746,0.1524795,0.00005079667,0.00005909092,0.000001386537,9.422718e-7,0.00001621669,0.00004405474],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8385869,"threshold_uncertainty_score":0.3638511,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.012539482188727,"score_gpt":0.2172963026864672,"score_spread":0.2047568204977402,"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."}}