{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001042997,0.002072405,0.001414732,0.001997731,0.001536456,0.005039428,0.002240913,0.001468184,0.148544],"category_scores_gemma":[0.001391412,0.001468284,0.0007802849,0.004331916,0.000806964,0.001735144,0.001277209,0.001552114,0.105802],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004224677,"about_ca_system_score_gemma":0.006202985,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2124663,"about_ca_topic_score_gemma":0.4441068,"domain_scores_codex":[0.9994222,0.00002983144,0.00002369606,0.00008126158,0.0003958919,0.00004716475],"domain_scores_gemma":[0.9990852,0.00009620796,0.00001934079,0.0001249136,0.0005610897,0.0001132712],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006005045,0.00004642136,0.0001896519,0.0001956984,0.00001984159,0.0000899012,0.00008417856,0.003092238,0.001887162,0.006440563,0.7738832,0.2140111],"study_design_scores_gemma":[0.00001029657,0.00001961693,0.0008555114,0.0001307456,0.00002357074,0.0002181931,0.00007562775,0.007945534,0.002148706,0.002814823,0.9857307,0.00002665474],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.004340832,0.03814278,0.2778544,0.004087714,0.005631241,0.0003988453,0.02046622,0.01876727,0.6303108],"genre_scores_gemma":[0.005341608,0.01542529,0.0339843,0.0002278155,0.0001651841,0.00007844446,0.01056101,0.002696933,0.9315193],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7875337,"threshold_uncertainty_score":0.4969291,"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."}}