{"id":"W6884632734","doi":"10.11575/prism/39341","title":"Oil Sand Remediation","year":2021,"lang":"en","type":"other","venue":"Open MIND","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Environmental remediation; Context (archaeology); Biodegradation; Tailings; Oil sands; Coal; Asphalt; Organic matter; Sedimentary rock","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":[0.0001134567,0.0004673882,0.000316357,0.0007450361,0.0007918137,0.0007739832,0.0004183847,0.0005561443,0.01309448],"category_scores_gemma":[0.000172914,0.00009809612,0.0003440298,0.0005214131,0.0002806099,0.0003827773,0.0006300044,0.0004483735,0.003316693],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001583228,"about_ca_system_score_gemma":0.001841057,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03650053,"about_ca_topic_score_gemma":0.09892967,"domain_scores_codex":[0.9996978,0.00000753952,0.000008702018,0.00003475901,0.0001782585,0.0000729652],"domain_scores_gemma":[0.9999422,0.000002849289,0.000007004002,0.000005998427,0.00003260171,0.000009380081],"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":[0.0002375849,0.0001563275,0.00183527,0.0008412952,0.00003428184,0.0005334363,0.0001411883,0.001381318,0.8057421,0.003899181,0.01613279,0.1690651],"study_design_scores_gemma":[0.00001866442,0.0001503903,0.004690914,0.00006711273,0.00003509295,0.000363873,0.0002815019,0.002419121,0.7575591,0.0006038488,0.2337871,0.00002310605],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.4721412,0.01263222,0.03074935,0.002655205,0.000840936,0.0009701751,0.005693939,0.004038522,0.4702785],"genre_scores_gemma":[0.8244686,0.006634666,0.01292858,0.0006146543,0.00004282151,0.00009043424,0.001685084,0.0002137134,0.1533214],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9634995,"threshold_uncertainty_score":0.07257617,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04627400805729617,"score_gpt":0.3263325377866425,"score_spread":0.2800585297293463,"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."}}