{"id":"W2181469683","doi":"10.21000/jasmr06022133","title":"MEND IN THE 21ST CENTURY","year":2006,"lang":"en","type":"article","venue":"Journal American Society of Mining and Reclamation","topic":"Mine drainage and remediation techniques","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Natural Resources Canada","funders":"","keywords":"Stewardship (theology); Drainage; Alliance; Environmental planning; Business; Emerging technologies; Sustainability; Toolbox; Engineering; Environmental resource management; Political science; Politics; Environmental science","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":[0.000489955,0.00004137881,0.00007019801,0.00001379748,0.0000867121,0.00001617098,0.00006067134,0.00001930676,0.00003851012],"category_scores_gemma":[0.000008773244,0.00002561549,0.00004227998,0.0001600926,0.0001586526,0.00007974458,0.00001411564,0.00007871081,9.905244e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003143226,"about_ca_system_score_gemma":0.000004165199,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001686204,"about_ca_topic_score_gemma":0.00001484056,"domain_scores_codex":[0.9994876,0.00005239783,0.0001622627,0.00005522606,0.0001684585,0.0000739868],"domain_scores_gemma":[0.9996967,0.00004757873,0.0001972333,0.00003946106,0.000005832774,0.00001322903],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.00001641932,0.0002440818,0.06869542,0.00003379756,0.00002050985,0.000003839987,0.04789506,0.0002699198,0.08292767,0.0002590181,0.1470739,0.6525604],"study_design_scores_gemma":[0.001203775,0.0006592779,0.5195284,0.0001734541,0.00005349612,0.0002920285,0.3092763,0.004915624,0.008913091,0.002732152,0.1517075,0.0005449536],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9876555,0.0001044876,0.0004035927,0.002043661,0.00001806865,0.00004744966,5.227299e-7,0.000006989024,0.009719789],"genre_scores_gemma":[0.9888255,0.0009700768,0.00975654,0.0002726482,0.00006965211,0.00000177547,0.000001917552,0.000002558363,0.00009931321],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6520154,"threshold_uncertainty_score":0.1044569,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007738405302564989,"score_gpt":0.2322472801643116,"score_spread":0.2245088748617466,"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."}}