{"id":"W3013564592","doi":"10.1299/jsmemecj.2019.f11103","title":"On Ultra-compact Gear Manufactured by Micro Metal Powder Injection Molding","year":2019,"lang":"en","type":"article","venue":"The Proceedings of Mechanical Engineering Congress Japan","topic":"Injection Molding Process and Properties","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Microsemi (Canada)","funders":"","keywords":"Molding (decorative); Materials science; Mold; Composite material; Metallurgy","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003148124,0.0003375441,0.0003837389,0.0001531013,0.00007743185,0.0000931688,0.0003791971,0.0001803325,0.0001603134],"category_scores_gemma":[0.00007540285,0.0002535284,0.00013648,0.0002391013,0.00002723402,0.0002493341,0.000020556,0.0005371329,0.00004203339],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007769754,"about_ca_system_score_gemma":0.0000068457,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002104429,"about_ca_topic_score_gemma":2.55555e-7,"domain_scores_codex":[0.9986101,0.00000517638,0.0003566686,0.0002819283,0.000334395,0.0004117088],"domain_scores_gemma":[0.9994767,0.00009050531,0.00008635671,0.0001516139,0.0001032966,0.00009147888],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00006317718,0.00002514871,0.00003377949,0.0003469417,0.0001511419,1.856219e-7,0.0002704133,0.08114892,0.9127336,0.003273437,0.001532291,0.0004210112],"study_design_scores_gemma":[0.0004070993,0.0002436365,0.00005842349,0.0002007533,0.00004387791,0.00002639941,0.0001626628,0.03565524,0.9610596,0.0002367875,0.001545828,0.0003597349],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9958788,0.0002579245,0.0002069965,0.00008507968,0.00115194,0.0003171731,0.00001324862,0.0005224887,0.001566405],"genre_scores_gemma":[0.9992238,0.00003726106,0.00008664866,0.00004725054,0.00008902777,0.00001693827,0.000003491794,0.00009114457,0.0004044258],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04832601,"threshold_uncertainty_score":0.9999917,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00638934954023612,"score_gpt":0.1928391667283808,"score_spread":0.1864498171881447,"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."}}