{"id":"W2287727701","doi":"10.4000/jgh3","title":"Étude métallographique de deux masses de fer brut et de deux bandages de roues gallo-romains d’Alésia","year":2014,"lang":"fr","type":"article","venue":"Revue archéologique de l’Est","topic":"Metallurgy and Cultural Artifacts","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Musée de la Civilisation","funders":"","keywords":"Humanities; 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"],"consensus_categories":[],"category_scores_codex":[0.006783743,0.000630216,0.0007535573,0.0001664762,0.0008396727,0.0003091563,0.001218784,0.0012071,0.0007654408],"category_scores_gemma":[0.003561703,0.0006078057,0.0005300368,0.0006588897,0.001246321,0.0005742164,0.0002567979,0.001401375,0.0003348789],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008120663,"about_ca_system_score_gemma":0.001407471,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01276218,"about_ca_topic_score_gemma":0.09514152,"domain_scores_codex":[0.9898894,0.005780851,0.0006614347,0.0008239559,0.0003705465,0.002473806],"domain_scores_gemma":[0.9959471,0.00192212,0.0003576551,0.0005736287,0.0001734054,0.001026041],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001102338,0.0005592259,0.5868186,0.0004296981,0.0002938413,0.0006750578,0.02790663,0.001755684,0.0214533,0.3499794,0.00123053,0.008787815],"study_design_scores_gemma":[0.0006736966,0.0006702214,0.6587985,0.0007397355,0.0003305827,0.001001923,0.002853919,0.001390826,0.005256691,0.1111209,0.215806,0.001357041],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9255555,0.001211909,0.01031645,0.02693568,0.0003172344,0.0004514547,0.00001301924,0.0003212436,0.03487756],"genre_scores_gemma":[0.9536956,0.01243588,0.02174702,0.006101621,0.0009731781,0.00014266,0.00003149854,0.00007154132,0.004801007],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2388585,"threshold_uncertainty_score":0.9996373,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03363503124440554,"score_gpt":0.3080320802748654,"score_spread":0.2743970490304599,"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."}}