{"id":"W6891986322","doi":"10.48660/11100123","title":"Discussion 2","year":2011,"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); Natural (archaeology); Set (abstract data type); Context (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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00004551059,0.0001615571,0.0001611965,0.0001524737,0.000010841,0.000007347034,0.000181337,0.0001842698,0.1013998],"category_scores_gemma":[0.00001132523,0.00008670694,0.00005447483,0.00006732042,0.00003473509,0.00001283927,0.00006052487,0.0001110639,0.346831],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002645784,"about_ca_system_score_gemma":0.00001680129,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002460984,"about_ca_topic_score_gemma":0.0002689624,"domain_scores_codex":[0.9994012,0.00002509053,0.00006608213,0.0002062568,0.0001395342,0.0001617988],"domain_scores_gemma":[0.9994138,0.000002238778,0.0001009624,0.0004200962,0.000004695234,0.00005823061],"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":[0.000003001109,0.00002629411,0.00008557747,0.00001678414,0.00001823728,0.000006012479,0.00006221862,4.724014e-9,0.00006336192,0.0003231197,0.9966135,0.002781871],"study_design_scores_gemma":[0.00009898218,0.000007627311,0.0001329305,0.0001415631,0.00002396449,0.000001154229,0.000004125858,3.811458e-7,0.00002891098,0.0001626951,0.9992244,0.0001732393],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[9.432498e-7,0.0003678553,0.00001683668,0.00002271674,0.0003569176,0.000126386,0.0001156703,0.000657011,0.9983357],"genre_scores_gemma":[0.0001512817,0.00001462693,0.0003185381,0.00002164408,0.0004948042,0.00001130424,0.00005587051,0.001954728,0.9969772],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2454311,"threshold_uncertainty_score":0.8994216,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02352358108528835,"score_gpt":0.2578238407534163,"score_spread":0.234300259668128,"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."}}