{"id":"W7009787071","doi":"","title":"Episode 145 - Ralph Benmergui","year":2022,"lang":"en","type":"other","venue":"Bulletin of Miscellaneous Information (Royal Gardens Kew)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Context (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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004294878,0.0004530753,0.0003047045,0.0004897026,0.005644782,0.0034466,0.0008507537,0.003881205,0.3541325],"category_scores_gemma":[0.001960046,0.0002780129,0.0001987117,0.0006680826,0.0005422395,0.001761426,0.00297642,0.003546072,0.118641],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003243629,"about_ca_system_score_gemma":0.003313512,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1251397,"about_ca_topic_score_gemma":0.2936189,"domain_scores_codex":[0.9994,0.00005000687,0.00001178346,0.00007335847,0.0001885025,0.0002763329],"domain_scores_gemma":[0.9995086,0.00004489273,0.00001842902,0.00002749718,0.0001803497,0.0002201551],"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":[0.000009807165,0.000006339625,0.00009895416,0.00001666816,4.603692e-7,0.0001207538,0.0002196481,0.000005141207,0.00004343228,0.003413552,0.9904255,0.005639777],"study_design_scores_gemma":[0.000001325415,0.000001842614,0.0001979357,0.00001888176,2.411336e-7,0.00003976475,0.000182001,0.000004681548,0.00002461768,0.0001895441,0.9993379,0.00000118285],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00114,0.0009493569,0.00008874082,0.01178332,0.001605081,0.00008398383,0.001138026,0.0001489657,0.9830625],"genre_scores_gemma":[0.005197292,0.0003618397,0.00003208262,0.005665376,0.0002671501,0.00003045864,0.0004238574,0.00009604663,0.987926],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3541325,"threshold_uncertainty_score":0.9212517,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006366957980333232,"score_gpt":0.1901024006600382,"score_spread":0.183735442679705,"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."}}