{"id":"W6981273828","doi":"","title":"DTECH06 - Hansel - Lorentzian Lineshaper","year":2006,"lang":"en","type":"other","venue":"Bulletin of Miscellaneous Information (Royal Gardens Kew)","topic":"Socioeconomic Development in Asia","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Collision; Chaotic; Power (physics); Sequence (biology); Sample (material); Photography","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0004464841,0.0003264057,0.0004231594,0.0001122007,0.000174748,0.00009030637,0.0005537393,0.0007077952,0.4962989],"category_scores_gemma":[0.0001399819,0.0003596323,0.0001750772,0.00001036584,0.000416765,2.976415e-7,0.00007108737,0.0002569375,0.02942847],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001739985,"about_ca_system_score_gemma":0.0001414699,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.03934427,"about_ca_topic_score_gemma":0.02742794,"domain_scores_codex":[0.9980475,0.0001123395,0.0006714569,0.0002345536,0.0004942467,0.0004399433],"domain_scores_gemma":[0.9986593,0.000123852,0.0006631229,0.0002988398,0.0001181813,0.0001367756],"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":[0.0000105859,0.00003128954,0.00002685173,0.0001024673,0.00004690388,0.000006267926,0.0006584339,0.000016998,2.943729e-8,0.0002363261,0.9969479,0.001915883],"study_design_scores_gemma":[0.0003048653,0.00002003453,0.00002038493,0.0001280859,0.00003078409,0.000004678488,0.0005522938,0.000001688724,0.000001145049,0.00004714272,0.9985015,0.0003874013],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0000205281,0.0002250214,4.99893e-7,0.0006801441,0.0008733017,0.000515035,0.00009576192,0.0003740442,0.9972157],"genre_scores_gemma":[0.0001887062,0.0002909212,0.0016967,0.000363708,0.0005754398,0.00002537848,0.0002313099,0.0001354367,0.9964924],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4668705,"threshold_uncertainty_score":0.9998856,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007460356021935892,"score_gpt":0.2091964809649337,"score_spread":0.2017361249429978,"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."}}