{"id":"W7162286494","doi":"10.70499/fcho7252","title":"Catchment pathways and controls: a geochemical bridge to applied environmental studies – examples from Nova Scotia","year":2004,"lang":"","type":"article","venue":"","topic":"Mine drainage and remediation techniques","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Nova scotia; Bridge (graph theory); Drainage basin; Hydrology (agriculture); Environmental impact assessment","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005378592,0.0002608919,0.0002770218,0.0013327,0.002268063,0.002332228,0.000600446,0.0004720283,0.001300045],"category_scores_gemma":[0.001455346,0.0002300371,0.0002658741,0.003388561,0.00388211,0.0006807483,0.001817313,0.0006177686,0.00009094156],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01862038,"about_ca_system_score_gemma":0.01776423,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9286313,"about_ca_topic_score_gemma":0.977348,"domain_scores_codex":[0.9994684,0.0001501108,0.00003219221,0.00005811195,0.0001373066,0.0001539488],"domain_scores_gemma":[0.9991929,0.0001944042,0.0001135623,0.00008352215,0.0003124484,0.0001032018],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008702647,0.0003274354,0.5591773,0.00178516,0.0003302572,0.01946811,0.04202331,0.02887695,0.03011518,0.1246786,0.01042534,0.1819221],"study_design_scores_gemma":[0.00007132558,0.0001501097,0.8357022,0.0005264234,0.00009528302,0.00113465,0.02925343,0.003850513,0.00343208,0.01520743,0.1104695,0.0001069312],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8796387,0.006414015,0.006016308,0.005216835,0.00009577735,0.0004692468,0.001361522,0.00007247671,0.1007151],"genre_scores_gemma":[0.9833845,0.003619588,0.003318569,0.0003925424,0.00001055096,0.00004950164,0.0002069615,0.00002466664,0.008993127],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07136869,"threshold_uncertainty_score":0.1435779,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02665835306265042,"score_gpt":0.2481875877151207,"score_spread":0.2215292346524703,"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."}}