{"id":"W2309689014","doi":"","title":"Laminated Injection Mould with Conformal Cooling Channels: Optimization, Fabrication and Testing","year":2013,"lang":"en","type":"article","venue":"UWSpace (University of Waterloo)","topic":"Injection Molding Process and Properties","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Conformal map; Stacking; Materials science; Fabrication; Die (integrated circuit); Mechanical engineering; Sheet metal; Water cooling; Composite material; Engineering drawing; Structural engineering; Engineering; Geometry; Nanotechnology; Mathematics","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":[0.00004276957,0.0000740021,0.00008409002,0.0001009958,0.0001447597,0.00003142654,0.000045899,0.00005181715,0.00004861559],"category_scores_gemma":[0.000008024458,0.00007344142,0.000008554185,0.0001772891,0.00004501928,0.0004768275,0.00001626354,0.00006765797,0.000006034013],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002146505,"about_ca_system_score_gemma":0.000006948934,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006903273,"about_ca_topic_score_gemma":0.0001586038,"domain_scores_codex":[0.9996857,0.000007525605,0.00005156849,0.00008362901,0.00006390918,0.0001076777],"domain_scores_gemma":[0.9996375,0.00001048392,0.00003654419,0.00005470403,0.0002297506,0.00003103585],"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":[0.00001661802,0.000005730267,0.00142277,0.0001225461,0.00002312107,6.377933e-7,0.01723512,0.9752262,0.001477697,0.00002037683,0.0001353696,0.004313801],"study_design_scores_gemma":[0.0003177125,0.0001321762,0.002553154,0.00006663742,0.0000199993,0.0000122537,0.01956035,0.9738843,0.003218253,0.00000984602,0.00007258817,0.00015275],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9829469,0.00003727376,0.01630486,0.00007242627,0.00006035217,0.0001162049,0.000001156449,0.0001977542,0.000263026],"genre_scores_gemma":[0.9863066,0.00002430707,0.006919574,0.000006054846,0.0000164401,7.435433e-7,0.000006811841,0.00001057016,0.006708872],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009385284,"threshold_uncertainty_score":0.9997098,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01031554426081298,"score_gpt":0.1555058208227402,"score_spread":0.1451902765619272,"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."}}