{"id":"W2082688416","doi":"10.1117/12.929907","title":"Outreach facilities within a research center","year":2012,"lang":"en","type":"article","venue":"Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE","topic":"Biomedical and Engineering Education","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"Université Laval","keywords":"Outreach; Center (category theory); Computer science; Research center; Medicine; Political science","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.001217692,0.0002976696,0.000335988,0.0001774863,0.00008106298,0.00008824511,0.0007370625,0.0002453349,0.00002691563],"category_scores_gemma":[0.0004178364,0.0002453403,0.0003794101,0.0004456105,0.0002684188,0.0006180654,0.0001220532,0.0005670507,0.000008974253],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002179352,"about_ca_system_score_gemma":0.00002142922,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001195638,"about_ca_topic_score_gemma":1.337296e-7,"domain_scores_codex":[0.9975911,1.796646e-8,0.0006137228,0.0002481487,0.0008565848,0.0006904717],"domain_scores_gemma":[0.9985053,0.0001543671,0.00009769817,0.00007125761,0.0009320214,0.0002393451],"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":[0.00005393436,0.0003317607,0.001660972,0.003263697,0.0006729401,5.963902e-8,0.00279343,0.0003732165,0.4832977,0.4681663,0.03863091,0.0007550834],"study_design_scores_gemma":[0.00430164,0.0008869486,0.009581774,0.002329885,0.0003758462,0.0001229914,0.02157109,0.1580643,0.5410975,0.004895995,0.2540951,0.002676882],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9916328,0.0003261776,0.00004182732,0.0009344311,0.0009650338,0.0003579916,0.00006532093,0.0002165981,0.00545985],"genre_scores_gemma":[0.9597374,0.0001337932,0.03767103,0.00003915293,0.001197864,0.0002561524,0.00002060962,0.00009540503,0.0008485502],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4632703,"threshold_uncertainty_score":0.9999999,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02671065265378359,"score_gpt":0.2627451264254346,"score_spread":0.236034473771651,"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."}}