{"id":"W4407072465","doi":"10.70967/2948-040x.2046","title":"A Mamluk-Period Glass Assemblage from the al-Waṭṭa Quarter, Safed (Ẓefat) (pp. 101–153)","year":2025,"lang":"en","type":"article","venue":"Atiqot","topic":"Archaeology and Historical Studies","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Mamluk; Period (music); Quarter (Canadian coin); Assemblage (archaeology); Ancient history; History; Art; Archaeology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001362548,0.0002002436,0.0001460225,0.001307247,0.001539205,0.0005445253,0.000237881,0.0002194638,0.005289153],"category_scores_gemma":[0.0001735159,0.0002192448,0.000118672,0.001533025,0.001203498,0.0004173516,0.001053893,0.0002215621,0.0006630262],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007100526,"about_ca_system_score_gemma":0.0003579386,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01194441,"about_ca_topic_score_gemma":0.06837631,"domain_scores_codex":[0.9999487,0.000006633931,0.000003581564,0.00001466187,0.00001131794,0.00001505785],"domain_scores_gemma":[0.9999728,0.000007045674,0.000008215417,0.000002981847,0.000003980551,0.000005029216],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0009296554,0.00006860935,0.1398099,0.00131082,0.00007260565,0.01441062,0.3779492,0.0002559116,0.1160907,0.009234744,0.00624204,0.3336253],"study_design_scores_gemma":[0.00001301169,0.0002351893,0.7760887,0.0004229945,0.00003370774,0.007025442,0.09951517,0.0001028541,0.004314626,0.0005514739,0.1116618,0.0000350879],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9843603,0.001485498,0.0002898898,0.0001371513,0.00002407679,0.00003082404,0.0003515779,0.0000101296,0.01331056],"genre_scores_gemma":[0.9914626,0.00110166,0.0008538049,0.00005506554,0.00001580226,0.00002179616,0.0003032521,0.00001548908,0.006170467],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01194441,"threshold_uncertainty_score":0.02374977,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02028857169807808,"score_gpt":0.2343625987942368,"score_spread":0.2140740270961587,"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."}}