{"id":"W1518667755","doi":"","title":"Backscattered scanning electron microscopy and image analysis of sediments and sedimentary rocks","year":2000,"lang":"en","type":"article","venue":"Geoscience Canada","topic":"Hydrocarbon exploration and reservoir analysis","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"Geological Survey of Canada","funders":"","keywords":"Sedimentary rock; Scanning electron microscope; Geology; Mineralogy; Electron microscope; Geochemistry; Materials science; Optics; Physics; Composite material","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008198577,0.00009904738,0.0001889278,0.0001616419,0.0000818195,0.00003025196,0.00009600157,0.00002231452,0.0002104198],"category_scores_gemma":[0.0000032389,0.00009614254,0.00002687224,0.0008204168,0.00006773193,0.0001502518,0.00001526141,0.00005981234,6.970881e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007036023,"about_ca_system_score_gemma":0.00006999211,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.2440927,"about_ca_topic_score_gemma":0.2702323,"domain_scores_codex":[0.999203,0.00001324067,0.0001678587,0.0001849256,0.0002076543,0.0002233125],"domain_scores_gemma":[0.9996929,0.00001292036,0.0000222537,0.0001293151,0.00001710651,0.0001255143],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00003847877,0.00005977139,0.1173806,0.000175584,0.002342048,0.00004910478,0.002420491,0.2622259,0.5850021,0.000007653319,0.01313027,0.0171679],"study_design_scores_gemma":[0.0005689061,0.00005853934,0.06475858,0.00003330105,0.0008323788,0.000006715372,0.0006337357,0.8508655,0.07470174,0.0000191458,0.006947321,0.0005741784],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984961,0.0003550623,0.0003924686,0.0001635374,0.00003446796,0.00004188405,0.00002615993,0.00001749575,0.0004728823],"genre_scores_gemma":[0.9990787,0.0001457948,0.0002486818,0.0002393399,0.000007730172,0.000003015279,0.00002152323,0.000006132212,0.0002490928],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5886395,"threshold_uncertainty_score":0.7609409,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003688329215012284,"score_gpt":0.2112848830007036,"score_spread":0.2075965537856913,"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."}}