{"id":"W2606827545","doi":"10.4000/memini.898","title":"Dynamiques du monde rural dans la conjoncture de 1300, M. Bourin, F. Menant et L. To Figueiras (dir.), Rome, École française de Rome, 2014","year":2017,"lang":"fr","type":"article","venue":"Memini","topic":"Medieval Architecture and Archaeology","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Humanities; Geography; Art","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[],"category_scores_codex":[0.000974129,0.0005770376,0.0007101063,0.000161391,0.001452588,0.0003825522,0.001063847,0.0003590434,0.004080366],"category_scores_gemma":[0.0003754318,0.0004767964,0.0002821794,0.00002845334,0.001636823,0.0002609486,0.0006370654,0.0008103265,0.0004322922],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000131799,"about_ca_system_score_gemma":0.0002999489,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.0105676,"about_ca_topic_score_gemma":0.03173333,"domain_scores_codex":[0.9969613,0.0004490649,0.0005098102,0.0005248964,0.0003140155,0.001240933],"domain_scores_gemma":[0.9975665,0.0004242841,0.0002866013,0.0009642693,0.0001077006,0.0006505953],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004707122,0.0006216212,0.0156247,0.0007839437,0.0004980263,0.001931555,0.3790986,0.0004839615,0.005557325,0.2631134,0.3039415,0.02787456],"study_design_scores_gemma":[0.0008364618,0.0005271305,0.03528447,0.0005121297,0.0001482605,0.0002265635,0.002623591,0.0006106312,0.001190699,0.009592935,0.9478081,0.0006390623],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8054731,0.01238351,0.001317495,0.05687364,0.002547436,0.0007437484,0.00082613,0.0001857982,0.1196491],"genre_scores_gemma":[0.8559666,0.001794463,0.001107722,0.005822018,0.002696147,0.0001251058,0.00007466994,0.0001052262,0.1323081],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6438665,"threshold_uncertainty_score":0.9998474,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008412312723781306,"score_gpt":0.2513927340721237,"score_spread":0.2429804213483424,"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."}}