{"id":"W2277503677","doi":"10.2458/azu_jaei_v07i1_mumford3","title":"Explorations in El-Markha Plain, South Sinai: Preliminary Findings at Tell Markha (Site 346) and Elsewhere","year":2015,"lang":"en","type":"article","venue":"Journal of Ancient Egyptian Interconnections","topic":"Archaeology and Historical Studies","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Pottery; Wadi; Archaeology; Geology; Geography; Coastal plain; Paleontology","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":[],"consensus_categories":[],"category_scores_codex":[0.000399033,0.0001585409,0.0002881604,0.0003789401,0.0006840221,0.00004956892,0.0001267534,0.00006722924,0.0005372912],"category_scores_gemma":[0.0002435526,0.0001321581,0.0001154526,0.0000970863,0.0005225571,0.0004547713,0.0001608507,0.0003603116,0.00007717825],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003554435,"about_ca_system_score_gemma":0.00006013885,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000095282,"about_ca_topic_score_gemma":0.00570777,"domain_scores_codex":[0.9987984,0.00008361112,0.0004947869,0.0001788647,0.0001847715,0.000259536],"domain_scores_gemma":[0.9990611,0.0001518286,0.0002105085,0.0001087177,0.000284632,0.0001831909],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001137611,0.0005985671,0.04828671,0.00006231717,0.0002287195,0.0002154318,0.7403046,0.0002819955,0.0001793189,0.03703785,0.1703601,0.001306839],"study_design_scores_gemma":[0.001704124,0.002712509,0.01960236,0.0002653641,0.0001420581,0.0003487193,0.07943711,0.0002895673,0.00005001768,0.004445497,0.8905789,0.0004237142],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9727787,0.002288229,0.0003770532,0.002749972,0.001792718,0.0001347137,0.00002769538,0.00002560908,0.01982532],"genre_scores_gemma":[0.9931375,0.0001198864,0.0001578148,0.0003295163,0.0004165756,0.00001105983,0.000003483284,0.0000138325,0.005810305],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7202189,"threshold_uncertainty_score":0.5882961,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04607189747540338,"score_gpt":0.2399230992110801,"score_spread":0.1938512017356767,"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."}}