{"id":"W7125508208","doi":"10.7264/p9j9n088","title":"Glass Bead Production Wasters Related to the First “De Twee Rozen” Glasshouse (1621-1657) in Amsterdam","year":2025,"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":"","funders":"","keywords":"Bead; Production (economics); Greenhouse; Quarter (Canadian coin); Colored","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","sts","scholarly_communication","insufficient_payload"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.002085708,0.001566729,0.001857645,0.00113255,0.001880105,0.002092755,0.001890801,0.0007182725,0.001595741],"category_scores_gemma":[0.0007031363,0.001244616,0.0008543713,0.002054018,0.0007863028,0.0009750362,0.0008533042,0.001368659,0.0006960434],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0033155,"about_ca_system_score_gemma":0.0003954775,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.008369908,"about_ca_topic_score_gemma":0.1823863,"domain_scores_codex":[0.9905482,0.0008130514,0.00331144,0.002190348,0.001066846,0.002070105],"domain_scores_gemma":[0.9954425,0.0003225456,0.0008470631,0.002267462,0.0007233649,0.0003970901],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.003477315,0.0126648,0.06228686,0.004453474,0.006977791,0.000868522,0.1665294,0.01236681,0.02770741,0.1590691,0.429793,0.1138056],"study_design_scores_gemma":[0.002670055,0.0007377951,0.01377982,0.002953785,0.001692565,0.00004778553,0.03209963,0.003352955,0.002307499,0.0004778625,0.9374745,0.002405761],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9031525,0.00197005,0.00002905123,0.06832309,0.00780733,0.002725304,0.0007840813,0.000455862,0.01475277],"genre_scores_gemma":[0.9194645,0.0003987979,0.0003031185,0.00299172,0.002577129,0.0003352985,0.0005193501,0.0002247405,0.07318529],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5076815,"threshold_uncertainty_score":0.9997081,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01742327670615085,"score_gpt":0.2601211710781766,"score_spread":0.2426978943720258,"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."}}