{"id":"W7125788994","doi":"10.7264/r8cdn213","title":"Beadmaking during the 17th and 18th Centuries in Eu County, Normandy","year":2021,"lang":"","type":"article","venue":"Beads (Ottawa. Online)/Beads","topic":"Cultural Heritage Materials Analysis","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"","keywords":"Context (archaeology); Mediterranean climate; Period (music); Western europe; Middle Ages","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008823701,0.0002158788,0.0002801535,0.001433834,0.004918238,0.002794407,0.0005407855,0.0004310478,0.004322851],"category_scores_gemma":[0.0009541488,0.0001833584,0.0001220208,0.001402942,0.003623517,0.001330845,0.001839351,0.0004834782,0.0002297386],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01101059,"about_ca_system_score_gemma":0.00432893,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.4488258,"about_ca_topic_score_gemma":0.7236045,"domain_scores_codex":[0.9991533,0.0002352323,0.00001958327,0.0001493717,0.0001625213,0.0002801328],"domain_scores_gemma":[0.9996704,0.00008544469,0.00008521099,0.00001849661,0.00006469589,0.00007572255],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0004908001,0.0001077905,0.1134596,0.0001560242,0.00004609082,0.006022699,0.6827607,0.0003629226,0.002445289,0.06533585,0.005951538,0.1228606],"study_design_scores_gemma":[0.00001348124,0.00008420478,0.362928,0.0003832171,0.00002176129,0.001362642,0.1961897,0.0002565717,0.001222041,0.001547876,0.435944,0.00004648199],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9716509,0.002150618,0.0002068638,0.0004602186,0.00002807517,0.00001066563,0.0001539642,0.000008694181,0.02533007],"genre_scores_gemma":[0.98494,0.0007563821,0.0002544241,0.00006709369,0.00001009913,0.00001208429,0.00007929784,0.00001155119,0.01386911],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4488258,"threshold_uncertainty_score":0.8924267,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01947829419002665,"score_gpt":0.2393118639188065,"score_spread":0.2198335697287798,"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."}}