{"id":"W6940886160","doi":"10.11575/prism/4309","title":"Isotropic and molecular studies of biodegraded oils and the development of chemical proxies for monitoring in situ upgrading of bitumen","year":2011,"lang":"en","type":"other","venue":"Libraries and Cultural Resources (University of Calgary)","topic":"Mycorrhizal Fungi and Plant Interactions","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Asphalt; In situ; Oil sands; Isotropy; Petroleum","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.0002621883,0.0003185239,0.0001365637,0.0005233338,0.0001825047,0.0003806961,0.0003065869,0.0002126859,0.002689501],"category_scores_gemma":[0.0004310641,0.0001501648,0.0001107204,0.0005524544,0.0003710217,0.0004839909,0.0002646824,0.0005414849,0.0004683204],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004058378,"about_ca_system_score_gemma":0.0003061605,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003049499,"about_ca_topic_score_gemma":0.006436995,"domain_scores_codex":[0.9998887,0.000009516589,0.00000453118,0.00002665648,0.0000451676,0.00002544712],"domain_scores_gemma":[0.9997818,0.00005929292,0.00006867514,0.00001985085,0.00005120136,0.00001913744],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00007687265,0.0000261898,0.001582343,0.00007505474,0.000006105327,0.00004889022,0.00003419033,0.0004062218,0.9897671,0.001181119,0.00009771001,0.006698076],"study_design_scores_gemma":[0.000008883195,0.0000534606,0.00841099,0.000004455324,0.0000112722,0.00006041068,0.00009588646,0.001340068,0.9868374,0.0003064901,0.002861092,0.000009469946],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.961586,0.002655911,0.0234769,0.000211886,0.00004050812,0.0000503532,0.0009646992,0.00006899956,0.01094477],"genre_scores_gemma":[0.9826795,0.002173776,0.006749558,0.00007188366,0.00002254902,0.00002657644,0.0005299659,0.00003300056,0.007713245],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003049499,"threshold_uncertainty_score":0.008997321,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02055309937094745,"score_gpt":0.1968722789657073,"score_spread":0.1763191795947598,"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."}}