{"id":"W7062297161","doi":"","title":"TEDxConcordia - Jonathan Brun presents Montreal Ouvert","year":2011,"lang":"fr","type":"other","venue":"Bulletin of Miscellaneous Information (Royal Gardens Kew)","topic":"Particle accelerators and beam dynamics","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Event (particle physics); Connection (principal bundle); George (robot); SPARK (programming language)","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007838681,0.0006796133,0.0003403938,0.001276249,0.005106515,0.005500649,0.0009961431,0.001694177,0.4125135],"category_scores_gemma":[0.003219912,0.0003832114,0.0002790795,0.001732699,0.0011878,0.003262076,0.002737804,0.001549282,0.09560532],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008125493,"about_ca_system_score_gemma":0.003626215,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1498567,"about_ca_topic_score_gemma":0.3089033,"domain_scores_codex":[0.9993222,0.00009413348,0.00001174554,0.0001485818,0.0003158501,0.0001075512],"domain_scores_gemma":[0.9991516,0.0001543112,0.00004233935,0.0000871236,0.0002444675,0.0003203043],"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":[0.00001326448,0.000005899676,0.0001012105,0.00003322969,8.074117e-7,0.0001293852,0.0004779896,0.00002448335,0.0001522711,0.0111019,0.9706727,0.01728676],"study_design_scores_gemma":[5.615412e-7,0.000001030587,0.00006042589,0.00001065045,2.179069e-7,0.00002633801,0.0001077497,0.000007570121,0.00003899893,0.0001971459,0.9995474,0.000001867037],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001170956,0.008332595,0.001873847,0.03534536,0.005664338,0.00007651281,0.001311301,0.001497137,0.944728],"genre_scores_gemma":[0.004847485,0.001678324,0.0003895707,0.001195602,0.0003187061,0.00001476731,0.0001860747,0.0003545337,0.9910149],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8501433,"threshold_uncertainty_score":0.8379782,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006211800696050921,"score_gpt":0.1722753009308142,"score_spread":0.1660635002347632,"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."}}