{"id":"W7055202238","doi":"","title":"Canada benefits from NRC participation in international code development group","year":2005,"lang":"en","type":"article","venue":"NPARC","topic":"Laser Design and Applications","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Group (periodic table); Code (set theory); Commission; International development","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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":[0.005361549,0.0009601397,0.0007719385,0.003910766,0.008784425,0.005392595,0.001906988,0.008371732,0.06941787],"category_scores_gemma":[0.01604365,0.0006773717,0.0009933988,0.002593913,0.001672355,0.001427385,0.003930016,0.004753674,0.01783705],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03220239,"about_ca_system_score_gemma":0.2235723,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8851094,"about_ca_topic_score_gemma":0.9480741,"domain_scores_codex":[0.9881201,0.0004428651,0.0002824448,0.0005785259,0.007233371,0.003342676],"domain_scores_gemma":[0.9587968,0.001756693,0.0008285361,0.001706526,0.02625591,0.01065549],"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":[0.0002617766,0.0003311066,0.006092852,0.0001426485,0.00003394956,0.0004019511,0.0006190798,0.0004284496,0.002887762,0.02949375,0.9086614,0.05064543],"study_design_scores_gemma":[0.00006571562,0.00007230262,0.009196361,0.00003700098,0.00001390426,0.00008401709,0.0004263545,0.0002748005,0.0007936669,0.0006046545,0.9884079,0.00002333611],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.02364307,0.001658556,0.003456628,0.1155511,0.007585088,0.001718789,0.009974962,0.001761164,0.8346508],"genre_scores_gemma":[0.03742349,0.0004447103,0.002604008,0.01098574,0.0003003951,0.0002000834,0.003123238,0.0002758458,0.9446424],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1148906,"threshold_uncertainty_score":0.2336458,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01547278939422964,"score_gpt":0.2184853890474309,"score_spread":0.2030125996532012,"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."}}