{"id":"W2610425467","doi":"","title":"Montréal-de-Sos, premiers résultats","year":2007,"lang":"fr","type":"preprint","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Medieval Architecture and Archaeology","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Art; Humanities","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":[],"category_scores_codex":[0.007337705,0.0006387508,0.0006729776,0.0003132474,0.001252948,0.00034438,0.00149925,0.0005103278,0.001850571],"category_scores_gemma":[0.001662148,0.0006476317,0.0004323654,0.0001734327,0.002059522,0.0001305961,0.001554753,0.001593381,0.0004353628],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002465939,"about_ca_system_score_gemma":0.0003896906,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01926324,"about_ca_topic_score_gemma":0.03685581,"domain_scores_codex":[0.9904893,0.005941366,0.0009102902,0.001044613,0.0005695576,0.001044894],"domain_scores_gemma":[0.992214,0.00281239,0.0006288785,0.001904772,0.001909809,0.0005301483],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004562576,0.00046632,0.0004459851,0.0002727446,0.0001697177,0.00003791452,0.1541961,0.0001031475,0.0003087159,0.7258217,0.00697593,0.111156],"study_design_scores_gemma":[0.000663333,0.000001480218,0.001162425,0.001968395,0.0001301933,0.00004493785,0.001237762,0.004261697,0.006161361,0.03199826,0.9516758,0.0006943071],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.06693801,0.01298368,0.07996228,0.06212687,0.001617016,0.000913805,0.0002795701,0.0003710213,0.7748078],"genre_scores_gemma":[0.3363457,0.009998449,0.05026776,0.001391542,0.0007223575,0.000141132,0.001038096,0.0001836414,0.5999113],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9446999,"threshold_uncertainty_score":0.9995975,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0141180502165061,"score_gpt":0.2215107557739953,"score_spread":0.2073927055574892,"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."}}