{"id":"W4383761600","doi":"10.5913/aswaxiii.0130105","title":"Sweating the Small Stuff Microdebris Analysis at Tell eṣ-Ṣâfi/Gath, Israel","year":2021,"lang":"en","type":"book-chapter","venue":"","topic":"Archaeology and Historical Studies","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Social Sciences and Humanities Research Council of Canada; Bar-Ilan University","keywords":"Art; History","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.0002994302,0.0002389107,0.0001555758,0.00274259,0.001172794,0.0005745865,0.000343243,0.000208689,0.003110731],"category_scores_gemma":[0.0002730495,0.0002132059,0.0001249632,0.001369668,0.0004616419,0.0001539841,0.0009134827,0.0001975663,0.001047581],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004791209,"about_ca_system_score_gemma":0.0005240019,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01609738,"about_ca_topic_score_gemma":0.07733341,"domain_scores_codex":[0.9997968,0.00001958196,0.000009068966,0.000040311,0.00009697017,0.00003718819],"domain_scores_gemma":[0.9998462,0.00001954223,0.00003061947,0.00001064226,0.00006901652,0.00002392597],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002142237,0.0001761479,0.6502349,0.0002001457,0.00004277341,0.003269073,0.01485337,0.0005639495,0.1636638,0.0008162595,0.002871867,0.1630934],"study_design_scores_gemma":[0.00000552166,0.00005679098,0.9660722,0.00004370137,0.00001365164,0.0006437327,0.006147047,0.0004141757,0.01159189,0.0001622693,0.01484036,0.000008730392],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9868925,0.0003593517,0.00168405,0.00009344386,0.00001458851,0.00009633289,0.001164585,0.00002994842,0.009665294],"genre_scores_gemma":[0.9712543,0.0007090998,0.009677519,0.0001210725,0.00003855145,0.0001488742,0.002320146,0.00005410217,0.01567638],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01609738,"threshold_uncertainty_score":0.0320074,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05144685607789698,"score_gpt":0.203937757763806,"score_spread":0.152490901685909,"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."}}