{"id":"W2729657004","doi":"","title":"Title: New Approach In Mechanical Modeling of Inserts of the Rollercone Bits","year":2012,"lang":"en","type":"article","venue":"46th U.S. Rock Mechanics/Geomechanics Symposium","topic":"Metallurgy and Material Forming","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Engineering drawing; Computer science; Mechanical engineering; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005179197,0.0002490196,0.0004356495,0.0001696375,0.00004475869,0.0000100929,0.000418993,0.0002726943,0.0003982182],"category_scores_gemma":[0.00003030552,0.0002109407,0.000144249,0.0004372228,0.000002232663,0.000190291,0.0002114163,0.0002654369,0.00007116533],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006584444,"about_ca_system_score_gemma":0.00006310135,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003867567,"about_ca_topic_score_gemma":0.000007215812,"domain_scores_codex":[0.9984168,0.00005177046,0.0005762869,0.0002041676,0.000299226,0.0004517591],"domain_scores_gemma":[0.9992071,0.00002591525,0.000110988,0.0004873797,0.00004353845,0.0001251142],"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":[0.00005466411,0.0001844574,0.000004502926,0.000549325,0.0001314316,0.000001295247,0.000654594,0.1886189,0.579773,0.2280494,0.0005534692,0.001424947],"study_design_scores_gemma":[0.0004106237,0.00002627845,5.266981e-7,0.0001053872,0.00004693593,0.00001315145,0.00006107292,0.8630614,0.1291214,0.006000232,0.0009059992,0.0002470515],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.02061305,0.0007913895,0.9604552,0.00003714793,0.004509935,0.0006226719,0.00002454807,0.0001749084,0.01277111],"genre_scores_gemma":[0.9973729,0.0002051668,0.001763797,0.00002548522,0.0001457142,0.00001637979,0.000008639886,0.00006676883,0.0003951899],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9767598,"threshold_uncertainty_score":0.8601911,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01781530376133067,"score_gpt":0.2078232418850277,"score_spread":0.190007938123697,"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."}}