{"id":"W627191022","doi":"","title":"Shape modeling international 2002, 17-22 May, 2002, Banff, Canada : proceedings","year":2002,"lang":"en","type":"book","venue":"IEEE Computer Society eBooks","topic":"Manufacturing Process and Optimization","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Geography","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00008424727,0.0006052639,0.0004492776,0.00007454164,0.0001492345,0.0002495407,0.0006733515,0.0004768164,0.0007045477],"category_scores_gemma":[0.000001403087,0.000688162,0.0002762565,0.00003285354,0.00003379787,0.0001330749,0.0001192646,0.0007810167,0.00003035948],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008543689,"about_ca_system_score_gemma":0.0002805463,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001317822,"about_ca_topic_score_gemma":0.00137265,"domain_scores_codex":[0.9978268,0.000003691417,0.0005140026,0.0005479463,0.0006216591,0.0004859264],"domain_scores_gemma":[0.9992235,0.00002285552,0.000126494,0.0002222355,0.0002395508,0.0001653633],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.000001298952,0.000004483071,8.1533e-7,0.0002589852,0.000174136,0.000005052423,0.0002896478,0.3265326,0.000001495555,0.00003584161,0.6679677,0.004727858],"study_design_scores_gemma":[0.000209722,0.000008709716,8.900363e-7,0.0002182132,0.00003276423,0.00001009003,0.000005472352,0.6897293,0.00003308574,0.00005377906,0.3092101,0.0004878677],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0001997199,0.0006674165,0.1451523,0.00009736082,0.005947335,0.0005555354,0.0001145038,0.001014681,0.8462511],"genre_scores_gemma":[0.002632981,0.0002872517,0.01542822,0.0009822645,0.004160376,0.00005950723,0.0001021798,0.0002970077,0.9760502],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3631967,"threshold_uncertainty_score":0.999557,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01346595504695942,"score_gpt":0.1837119076761512,"score_spread":0.1702459526291918,"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."}}