{"id":"W7042459972","doi":"","title":"Planar waveguide battleground","year":2002,"lang":"en","type":"article","venue":"NPARC","topic":"Gyrotron and Vacuum Electronics Research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001364865,0.0005147767,0.0007735331,0.001556107,0.003045449,0.002650255,0.001175648,0.002198067,0.4625591],"category_scores_gemma":[0.006430542,0.0002653717,0.0005017067,0.0005723482,0.0004611166,0.001567865,0.001533589,0.00115844,0.2628712],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009861713,"about_ca_system_score_gemma":0.002201578,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001508472,"about_ca_topic_score_gemma":0.005087473,"domain_scores_codex":[0.9983197,0.0001467996,0.0000558771,0.0001664971,0.001080306,0.0002306376],"domain_scores_gemma":[0.9881608,0.0004397355,0.0002150827,0.000719162,0.008563268,0.001901886],"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":[0.0001371298,0.00006592173,0.0004931994,0.0001756341,0.000006596125,0.0001963024,0.00006393376,0.00005231296,0.001664958,0.0009363013,0.9273646,0.06884314],"study_design_scores_gemma":[0.00003260676,0.00007818263,0.002600158,0.0000583972,0.000008986806,0.0001463748,0.0002010946,0.0002475575,0.001402434,0.0006998375,0.9945114,0.00001307033],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.01822508,0.001809,0.003451878,0.02973422,0.07960466,0.001403438,0.003042463,0.002369255,0.8603599],"genre_scores_gemma":[0.01253328,0.000413291,0.0006239847,0.0009761237,0.003604028,0.00008692191,0.001063192,0.0002355626,0.9804636],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.4625591,"threshold_uncertainty_score":0.7665942,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02969574812745877,"score_gpt":0.2723589695103442,"score_spread":0.2426632213828855,"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."}}