{"id":"W2216182228","doi":"10.1017/s1431927602105691","title":"Microscale Morphology and Micro-Fluorescence of Oil Sands Extraction Froth from Poorly Processing Ores","year":2002,"lang":"en","type":"article","venue":"Microscopy and Microanalysis","topic":"Petroleum Processing and Analysis","field":"Chemistry","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Natural Resources Canada","funders":"","keywords":"Microscale chemistry; Oil sands; Extraction (chemistry); Morphology (biology); Materials science; Chemical engineering; Chemistry; Geology; Chromatography; Composite material; Asphalt; Engineering","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007267649,0.0001280292,0.0001852779,0.0002984574,0.0002603127,0.0002543838,0.0001525632,0.0002158667,0.0007787325],"category_scores_gemma":[0.0001494647,0.0001768323,0.0001867113,0.0001462146,0.0001902941,0.0002153088,0.0001772362,0.0003912681,0.0002256191],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003875005,"about_ca_system_score_gemma":0.0001439598,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007177476,"about_ca_topic_score_gemma":0.01269189,"domain_scores_codex":[0.99993,0.00000283347,0.000003356298,0.00001444583,0.00003151741,0.00001785401],"domain_scores_gemma":[0.999926,0.00002092761,0.00001545308,0.000006269139,0.0000196821,0.00001163428],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.00005737106,0.000004173971,0.0003986718,0.00001507264,0.000003016139,0.00003721291,0.00002469372,0.00004860185,0.9982712,0.00003028962,0.00002243206,0.001087271],"study_design_scores_gemma":[0.00001250525,0.00009201279,0.1237208,0.00000738356,0.00001952511,0.0005169241,0.0001550904,0.001335022,0.8720942,0.00009250939,0.001943981,0.00001014498],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9888169,0.0009103245,0.006726072,0.00008079912,0.00001132803,0.00002409511,0.0003336088,0.00007868977,0.003018251],"genre_scores_gemma":[0.9862307,0.0005456008,0.008417021,0.00004262901,0.00000900974,0.00002823803,0.000436268,0.00004819511,0.004242362],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007177476,"threshold_uncertainty_score":0.01427138,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009785218457293526,"score_gpt":0.2486982697784028,"score_spread":0.2389130513211092,"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."}}