{"id":"W2541101052","doi":"10.25560/14573","title":"Investigating the relationship between magnetisation and oil geochemistry","year":2013,"lang":"en","type":"dissertation","venue":"Spiral (Imperial College London)","topic":"Geochemistry and Geologic Mapping","field":"Computer Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Geochemistry; Magnetization; Geology; Physics","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":[0.0001775053,0.0001183046,0.000145632,0.0006129047,0.0001850236,0.0003558909,0.0001360697,0.0001946822,0.0009143148],"category_scores_gemma":[0.000645873,0.0001069581,0.00007980638,0.0004800755,0.0002941195,0.0002578308,0.0002013519,0.000167605,0.0002045625],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002712143,"about_ca_system_score_gemma":0.0001908941,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005270278,"about_ca_topic_score_gemma":0.01289638,"domain_scores_codex":[0.9998747,0.00001627804,0.000008241825,0.00002931725,0.00003817463,0.00003329124],"domain_scores_gemma":[0.9994929,0.0001495094,0.0001933071,0.0000190995,0.0001184182,0.00002676683],"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":[0.0003070413,0.00003269307,0.3703062,0.0002438736,0.00008218654,0.0004048121,0.0005264176,0.0004543451,0.6105042,0.0002293506,0.00007459734,0.01683433],"study_design_scores_gemma":[0.000002247746,0.0001972392,0.9422954,0.00001064895,0.00002171775,0.0004414348,0.0004418617,0.0006088745,0.05465652,0.0001345588,0.00117837,0.000011036],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9963146,0.0005895833,0.001261225,0.00004928681,0.000004912264,0.000009066282,0.0001840605,0.00001206601,0.001575227],"genre_scores_gemma":[0.9986567,0.0001897244,0.000541769,0.000009421511,0.00000304403,0.000002832239,0.00007546469,0.000003817184,0.0005170703],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005270278,"threshold_uncertainty_score":0.01047921,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02439900753851618,"score_gpt":0.2449119161136696,"score_spread":0.2205129085751534,"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."}}