{"id":"W6892011803","doi":"10.48660/22100001","title":"Welcome & Opening Remarks","year":2022,"lang":"en","type":"other","venue":"PIRSA","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Perimeter Institute","funders":"","keywords":"Work (physics); Government (linguistics); Context (archaeology); Natural (archaeology)","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001580393,0.001144092,0.0009356675,0.001659757,0.003838239,0.008469592,0.001920901,0.005361361,0.8394617],"category_scores_gemma":[0.007017273,0.0006168137,0.001246509,0.0009183122,0.001030754,0.002502404,0.004985559,0.004767098,0.7978629],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001634364,"about_ca_system_score_gemma":0.00298683,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008797231,"about_ca_topic_score_gemma":0.02426828,"domain_scores_codex":[0.9988441,0.0001480911,0.00002732464,0.0001466368,0.0005675406,0.0002662913],"domain_scores_gemma":[0.9965816,0.0004060146,0.00007998919,0.0002813939,0.001160807,0.001490169],"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":[0.00003612006,0.00001687689,0.00002998456,0.00002665944,0.000001403352,0.00003035523,0.00002199312,0.00001476297,0.00006754549,0.001187183,0.9904193,0.008147867],"study_design_scores_gemma":[0.00001523171,0.00001025632,0.0001350973,0.00002967636,0.00000162794,0.00000936128,0.00005751973,0.00003021129,0.00004169329,0.0005664816,0.9990969,0.000005979615],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"editorial","genre_scores_codex":[0.0003312908,0.0003275467,0.0004875307,0.006980037,0.01205401,0.0002641439,0.002942276,0.001826226,0.9747869],"genre_scores_gemma":[0.0003742509,0.0000465761,0.0000745744,0.00127018,0.000504698,0.00004485823,0.0003766091,0.0003035745,0.9970047],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.8394617,"threshold_uncertainty_score":0.2289883,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01878195106085312,"score_gpt":0.2695087891902813,"score_spread":0.2507268381294281,"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."}}