{"id":"W7042937683","doi":"","title":"RCI continues its support for SIGDERS; phase V research and development activities","year":2008,"lang":"en","type":"article","venue":"NPARC","topic":"Particle accelerators and beam dynamics","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Intrusion; Roof; Field (mathematics); Work (physics); Wind power; National standard","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.007162735,0.001137138,0.0009969985,0.002952165,0.002260282,0.00406751,0.004019476,0.002586991,0.216832],"category_scores_gemma":[0.01099753,0.0003499006,0.0006305468,0.001979872,0.0007523169,0.001219537,0.001996845,0.002621491,0.1702301],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004047278,"about_ca_system_score_gemma":0.03004631,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03427034,"about_ca_topic_score_gemma":0.03562169,"domain_scores_codex":[0.9939755,0.0005087685,0.0001109498,0.0004081817,0.00414905,0.0008476504],"domain_scores_gemma":[0.9688073,0.001228262,0.0009057975,0.002752682,0.01920169,0.007104244],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0004340826,0.0002763002,0.002275545,0.0001996,0.00002012224,0.0001871105,0.0001404749,0.0004615865,0.005168365,0.0112254,0.7914587,0.1881528],"study_design_scores_gemma":[0.00004263271,0.0001521924,0.00112581,0.00003615132,0.000009512815,0.000108445,0.00009563697,0.001050072,0.002269344,0.0003258298,0.9947737,0.00001070943],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.01117607,0.002829137,0.01505297,0.04170371,0.01120549,0.001429722,0.01790542,0.009471204,0.8892263],"genre_scores_gemma":[0.0447062,0.001211366,0.02165328,0.002427997,0.001174407,0.0004374659,0.0161804,0.002283429,0.9099254],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.216832,"threshold_uncertainty_score":0.7253752,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09739997398645321,"score_gpt":0.3306481203366355,"score_spread":0.2332481463501823,"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."}}