{"id":"W652975339","doi":"","title":"The new face of tar sands","year":2009,"lang":"en","type":"article","venue":"The New Scientist","topic":"Petroleum Processing and Analysis","field":"Chemistry","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Oil sands; Asphalt; Environmental science; Fossil fuel; Greenhouse gas; Waste management; Pollution; tar (computing); Methane; Work (physics); Mining engineering; Geology; Engineering; Computer science; Archaeology; Chemistry","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":[],"consensus_categories":[],"category_scores_codex":[0.0002148045,0.00007631094,0.0001020803,0.00001783743,0.0003525474,0.0001333576,0.0005965658,0.0000279752,0.0002036661],"category_scores_gemma":[0.00005870876,0.00004012888,0.00008708899,0.0003014305,0.0001220072,0.00004574515,0.00003457895,0.00009814538,0.00003651225],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001798031,"about_ca_system_score_gemma":0.0001080771,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001199969,"about_ca_topic_score_gemma":0.00003984458,"domain_scores_codex":[0.9992303,0.000008757896,0.0001427427,0.0001451679,0.0002807748,0.0001922919],"domain_scores_gemma":[0.9993499,0.00004246239,0.00009771147,0.0004038002,0.00002493671,0.00008117095],"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":[0.0000277967,0.00004762458,0.0001866362,0.0000136372,0.00005179945,0.000002565687,0.0008304192,0.0002304306,0.4670488,0.0008718819,0.2285125,0.3021758],"study_design_scores_gemma":[0.0006297767,0.00002333893,0.0005822785,0.00007259259,0.0001229906,0.0000122023,0.0003820007,0.001682094,0.2061746,0.004030989,0.7860945,0.000192626],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5947605,0.007001352,0.002357346,0.03423731,0.0003570095,0.00001842243,0.00001707884,0.000165043,0.3610859],"genre_scores_gemma":[0.716178,0.00002628299,0.00007584457,0.0001096698,0.0001422803,2.017602e-7,0.000002290987,0.000003190042,0.2834623],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.557582,"threshold_uncertainty_score":0.2711545,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00826247134317495,"score_gpt":0.2519056280986083,"score_spread":0.2436431567554334,"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."}}