{"id":"W4391336040","doi":"","title":"Pommerœul (Bernissart). La nécropole gallo-romaine sud de Pommerœul : apports récents d’une étude pluridisciplinaire","year":2023,"lang":"fr","type":"book-chapter","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":"Musée de la Civilisation","funders":"","keywords":"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":["sts","insufficient_payload"],"category_scores_codex":[0.005131921,0.001056459,0.001082007,0.0004944499,0.002260551,0.0004162033,0.001600976,0.0006521875,0.004221513],"category_scores_gemma":[0.0006662023,0.001075551,0.0006855131,0.0001860603,0.00399128,0.0002030261,0.001897287,0.001563814,0.001219601],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001934063,"about_ca_system_score_gemma":0.0004901041,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.007114247,"about_ca_topic_score_gemma":0.04698443,"domain_scores_codex":[0.9914404,0.003694445,0.001266703,0.001382491,0.000889442,0.001326559],"domain_scores_gemma":[0.9922463,0.002858854,0.000913505,0.001996349,0.001269139,0.0007158418],"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":[0.00005175067,0.0005146331,0.0009778426,0.0003787687,0.0003453913,0.0002921855,0.06260138,0.00001430315,0.0003394867,0.8938662,0.003658494,0.03695953],"study_design_scores_gemma":[0.001154989,0.000007533314,0.003051671,0.003809824,0.000261892,0.0001795228,0.001271747,0.0008946147,0.001374242,0.06348673,0.923174,0.001333205],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.03336295,0.002085763,0.004241433,0.08152201,0.001157623,0.0009274242,0.0005234639,0.0005768426,0.8756025],"genre_scores_gemma":[0.3661184,0.003000458,0.001956696,0.0005242555,0.0004263545,0.00007414133,0.001242591,0.0002871296,0.62637],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9195156,"threshold_uncertainty_score":0.9995581,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01831401606791659,"score_gpt":0.2258170553452459,"score_spread":0.2075030392773294,"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."}}