{"id":"W6986644975","doi":"","title":"Provenance of Iron Artefacts from the Celtic Oppidum of Manching (Bavaria)","year":2006,"lang":"en","type":"article","venue":"Hispana","topic":"History of Computing Technologies","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Arts and Humanities Research Board; Centre National de la Recherche Scientifique; Eusko Jaurlaritza; European Commission; Social Sciences and Humanities Research Council of Canada; University College London; Université de Bordeaux; Barakat Trust; University of Southampton; Alexander S. Onassis Public Benefit Foundation; National Science Foundation; Historical Metallurgy Society; Comunidad de Madrid; Colorado State University","keywords":"Celtic languages; Provenance; Assemblage (archaeology); Archaeomagnetic dating","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001951696,0.0001015506,0.000188054,0.00005653909,0.00008310925,0.00001783324,0.001382738,0.00005630171,0.000003785738],"category_scores_gemma":[0.00007903439,0.00007967986,0.00005538911,0.0002094841,0.0001527842,0.0001317386,0.00026258,0.000124327,0.00001269008],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004232499,"about_ca_system_score_gemma":0.00004861134,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005838767,"about_ca_topic_score_gemma":0.00005494024,"domain_scores_codex":[0.9990182,0.00004585743,0.000267134,0.0002434642,0.0002428464,0.0001824813],"domain_scores_gemma":[0.9985835,0.0001822202,0.0002683109,0.0009083492,0.00004290909,0.00001469697],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.000016967,0.0003907695,0.009077981,0.0001422831,0.0000463187,0.00002876287,0.00332119,0.006299572,0.1046815,0.7231874,0.05075089,0.1020564],"study_design_scores_gemma":[0.001517053,0.000443049,0.4267346,0.0007347172,0.00006559822,0.0000160548,0.0001560703,0.1106846,0.1615196,0.2233544,0.07368874,0.001085459],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7544166,0.001234915,0.2372395,0.002132361,0.0006533778,0.0002157542,0.000005241802,0.0003898253,0.003712398],"genre_scores_gemma":[0.9477306,0.000003508161,0.05208413,0.00004405098,0.00004025819,0.000002796025,8.959338e-7,0.000006341795,0.00008741978],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4998329,"threshold_uncertainty_score":0.324925,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007725090792814322,"score_gpt":0.1823887107501483,"score_spread":0.174663619957334,"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."}}