{"id":"W4399666113","doi":"10.1117/12.3019503","title":"Infrared vector-apodizing phase plates: prototyping for ELT/METIS/MICADO","year":2024,"lang":"en","type":"article","venue":"","topic":"Advanced Antenna and Metasurface Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Metis; Computer science; World Wide Web","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008299289,0.0001627524,0.0001724573,0.000123035,0.00004977938,0.00006121411,0.0001300018,0.00009658299,0.00004046054],"category_scores_gemma":[0.00007118942,0.0001401627,0.00007975834,0.0002199563,0.00002889209,0.0002368279,0.00002498206,0.0001655851,0.00004536027],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004540944,"about_ca_system_score_gemma":0.0000124117,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":7.152929e-7,"about_ca_topic_score_gemma":0.00000128197,"domain_scores_codex":[0.9992429,0.000003134112,0.0001850273,0.0001985144,0.00006446732,0.0003059843],"domain_scores_gemma":[0.9996725,0.00009092309,0.00001000204,0.0001692997,0.00002025776,0.00003703974],"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":[0.00003834918,0.00004014087,0.00001069296,0.001306748,0.0002130155,0.00003178494,0.0004285341,0.003832013,0.7304942,0.03259986,0.005563509,0.2254412],"study_design_scores_gemma":[0.0007638856,0.0001392687,0.000005381053,0.0003769889,0.00003658847,0.00001137747,0.0004772043,0.2017851,0.3986816,0.01562802,0.3816319,0.0004626003],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.08905049,0.01279846,0.8686661,0.0003894488,0.001349155,0.002488967,0.00007994749,0.01733669,0.007840709],"genre_scores_gemma":[0.9128521,0.000402278,0.08427747,0.00003624952,0.00009710361,0.000593966,0.00001970083,0.0000980888,0.001623051],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8238016,"threshold_uncertainty_score":0.5715669,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02300005589428473,"score_gpt":0.29866159516897,"score_spread":0.2756615392746853,"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."}}