{"id":"W4231143749","doi":"10.21248/zaspil.35.2004.218","title":"Proceedings of the Dislocated Elements Workshop, November 2003, ZAS Berlin","year":2004,"lang":"en","type":"article","venue":"ZAS Papers in Linguistics","topic":"Electron and X-Ray Spectroscopy Techniques","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"Riksbankens Jubileumsfond; Lunds Universitet; Alexander von Humboldt-Stiftung","keywords":"History; Aeronautics; Archaeology; Engineering","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003391986,0.0001920109,0.0002390927,0.0000633626,0.00009342479,0.00004638326,0.0004729702,0.0001239211,0.0001562247],"category_scores_gemma":[0.001428613,0.0001455838,0.00004950256,0.0006196559,0.0001983683,0.00002605972,0.0001125366,0.0002645326,0.00001419171],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001849687,"about_ca_system_score_gemma":0.0001300936,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001053306,"about_ca_topic_score_gemma":0.0001896292,"domain_scores_codex":[0.9984438,0.00001207974,0.0004604261,0.0003015076,0.0003478096,0.0004343376],"domain_scores_gemma":[0.9991642,0.00002673089,0.0002108614,0.0002226977,0.00032001,0.00005554537],"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":[0.00006391428,0.0003315058,0.007370562,0.00005622702,0.00001304982,0.000004658981,0.0008282355,0.00006131983,0.8928765,0.09635341,0.001811055,0.0002295572],"study_design_scores_gemma":[0.0006449042,0.0001411699,0.001657707,0.0002364595,0.000032208,0.000002748331,0.0001773018,0.00006165519,0.9728771,0.00606811,0.01781406,0.0002865871],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8672187,0.0001489452,0.00009504202,0.0002553043,0.001318827,0.0007564996,0.00002467761,0.0002441983,0.1299378],"genre_scores_gemma":[0.9802164,0.00004988601,0.01837286,0.0003222639,0.0002153291,0.00001981771,0.000004595146,0.00002978668,0.0007690216],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1291688,"threshold_uncertainty_score":0.5936735,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009227523166210191,"score_gpt":0.2715066081766213,"score_spread":0.2622790850104111,"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."}}