{"id":"W7103983269","doi":"10.5281/zenodo.17525087","title":"Coherence-Based Technology Maturation for a Resonant THz Concept v3","year":2025,"lang":"","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Terahertz technology and applications","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Terahertz radiation; Coherence (philosophical gambling strategy); Context (archaeology); Planck; Falsifiability; Interferometry","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":[],"consensus_categories":[],"category_scores_codex":[0.008348342,0.0006724913,0.0004726014,0.001525429,0.001101453,0.004351303,0.002005832,0.001126712,0.02230528],"category_scores_gemma":[0.01599274,0.0005464986,0.0009334858,0.00148095,0.0007894498,0.004533944,0.003150286,0.00261072,0.01033101],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003299914,"about_ca_system_score_gemma":0.00372281,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003317663,"about_ca_topic_score_gemma":0.00204723,"domain_scores_codex":[0.9967787,0.0005405967,0.0001837436,0.0004081823,0.001856262,0.0002325834],"domain_scores_gemma":[0.9867915,0.004023993,0.0006188822,0.004036756,0.004041523,0.0004872858],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.001294153,0.0003555046,0.01438562,0.001468028,0.00009598972,0.0006857751,0.002123369,0.01495158,0.08933009,0.1348682,0.379203,0.3612388],"study_design_scores_gemma":[0.0001948521,0.0008195518,0.01112363,0.0005075511,0.00007049287,0.0005574655,0.001158119,0.03693999,0.1897814,0.04825808,0.7103851,0.0002037527],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.137054,0.001570037,0.4885925,0.01506185,0.001919162,0.003657616,0.06465003,0.06463139,0.2228634],"genre_scores_gemma":[0.4082146,0.001672987,0.4542912,0.002486911,0.0002808057,0.003805769,0.07576459,0.0122752,0.04120782],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.02230528,"threshold_uncertainty_score":0.07461858,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01729363305859789,"score_gpt":0.241969541936005,"score_spread":0.2246759088774071,"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."}}