{"id":"W299856637","doi":"","title":"Kartlegging og evaluering av miljøstatus i vannforekomster nær Statoils sandoljeprosjekt i Leismer (Alberta, Canada). Videreutvikling og utesting av en ny type passiv prøvetaker for metaller i naturlig vann.","year":2012,"lang":"no","type":"dissertation","venue":"BIBSYS Brage (BIBSYS (Norway))","topic":"Mine drainage and remediation techniques","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Humanities; Art","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":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.002726438,0.002418922,0.002236494,0.001041692,0.001720962,0.0006433933,0.001661364,0.00161848,0.007981561],"category_scores_gemma":[0.002090117,0.002332332,0.0008733891,0.001757574,0.0002781257,0.002115023,0.0006022856,0.002082053,0.0008965185],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001815715,"about_ca_system_score_gemma":0.001166504,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.136273,"about_ca_topic_score_gemma":0.2406637,"domain_scores_codex":[0.9872872,0.0006814241,0.003011156,0.002760847,0.002749128,0.003510194],"domain_scores_gemma":[0.9917632,0.002309902,0.002415366,0.001753441,0.0005518933,0.001206161],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002537066,0.002762752,0.02225957,0.01504336,0.005413358,0.0008788875,0.05221125,0.007894552,0.5143869,0.001897778,0.1809113,0.1938032],"study_design_scores_gemma":[0.007730386,0.001225565,0.05997096,0.004883233,0.004048275,0.0002688623,0.008285939,0.02019821,0.1493457,0.0009166881,0.7305151,0.01261112],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8251224,0.02010327,0.02218069,0.00203926,0.02286232,0.02146335,0.002484614,0.001256244,0.08248784],"genre_scores_gemma":[0.9114996,0.0008192025,0.007975387,0.001519858,0.002104246,0.001035016,0.003297829,0.0007532976,0.07099561],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5496038,"threshold_uncertainty_score":0.9998814,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01632229473195227,"score_gpt":0.2621993318009093,"score_spread":0.245877037068957,"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."}}