{"id":"W2561739788","doi":"10.4000/ifha.566","title":"KRAUSE, Jens-Uwe, WITSCHEL, Christian, Die Stadt in der Spätantike – Niedergang oder Wandel ? Akten des internationalen Kolloquiums in München am 30. und 31. Mai 2003","year":2013,"lang":"de","type":"article","venue":"Revue de l’Institut français d’histoire en Allemagne","topic":"Historical and Religious Studies of Rome","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institut d'Histoire de l'Amérique Française","funders":"","keywords":"Political science; Philosophy; Art","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":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000562272,0.001101005,0.001718386,0.0007769414,0.001608488,0.0003540062,0.001020659,0.0006522053,0.004651851],"category_scores_gemma":[0.0004658597,0.001060921,0.0004502061,0.0005129633,0.001733629,0.0007709084,0.0004508282,0.001412179,0.003201514],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001818469,"about_ca_system_score_gemma":0.0004685807,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.05393119,"about_ca_topic_score_gemma":0.100162,"domain_scores_codex":[0.9943629,0.0002336294,0.001719344,0.001287169,0.0007237884,0.001673206],"domain_scores_gemma":[0.9972965,0.0002968618,0.0004493301,0.0007789464,0.0006907554,0.000487648],"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":[0.0005825346,0.006125746,0.01697355,0.005643371,0.008461257,0.005944327,0.2770092,0.002136473,0.0007748148,0.07114788,0.582107,0.02309381],"study_design_scores_gemma":[0.003025195,0.000300412,0.004613025,0.00104647,0.0009990543,0.00003488544,0.002951803,0.0005907579,0.00002200022,0.001300772,0.9835265,0.001589107],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.1358859,0.5785893,0.0005183497,0.01028098,0.007527655,0.003480827,0.0004531936,0.000384287,0.2628796],"genre_scores_gemma":[0.8103075,0.03333809,0.001641192,0.001650483,0.003148161,0.0006256844,0.000257076,0.000291758,0.1487401],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6744216,"threshold_uncertainty_score":0.9996913,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01318988763378354,"score_gpt":0.2148369114505475,"score_spread":0.201647023816764,"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."}}