{"id":"W323921724","doi":"","title":"Conditionally dependent multiplicative cascade information integration processes in prediction of undiscovered mineral deposits","year":2009,"lang":"en","type":"article","venue":"EGUGA","topic":"Geochemistry and Geologic Mapping","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"York University","funders":"","keywords":"Multiplicative function; Cascade; Geology; Computer science; Mathematics; 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":[0.006805491,0.0009372146,0.002123353,0.001500942,0.0008675717,0.001494727,0.002709087,0.00220718,0.002056339],"category_scores_gemma":[0.0169379,0.00104152,0.0009343905,0.001427136,0.00137353,0.004430895,0.002088293,0.002083402,0.00033723],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00129082,"about_ca_system_score_gemma":0.001469973,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009263233,"about_ca_topic_score_gemma":0.009564999,"domain_scores_codex":[0.9985799,0.0005158302,0.0001042472,0.0003696104,0.0002626407,0.0001678784],"domain_scores_gemma":[0.9828905,0.01437186,0.0006017165,0.0006955192,0.001189849,0.0002505624],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.001425748,0.0004787997,0.006396312,0.0001767303,0.0002817635,0.0001988574,0.0001790265,0.7540926,0.003266831,0.04653178,0.002323744,0.1846478],"study_design_scores_gemma":[0.000008664756,0.00001853093,0.0002559254,0.000002927138,0.00001656112,0.000006971735,0.000002362252,0.994749,0.0003852795,0.004512098,0.00003630499,0.00000541277],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1713959,0.001224425,0.8239902,0.000622304,0.0001235077,0.00009129336,0.0002047947,0.000750347,0.001597195],"genre_scores_gemma":[0.929386,0.0003743102,0.06682428,0.0001513137,0.0001713916,0.0001105527,0.0002920271,0.00005679834,0.002633268],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.009263233,"threshold_uncertainty_score":0.03599131,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01063157585503655,"score_gpt":0.222954543878036,"score_spread":0.2123229680229995,"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."}}