{"id":"W4406640629","doi":"10.1016/b978-1-4557-4802-0.50009-6","title":"10.1016/b978-1-4557-4802-0.50009-6","year":2000,"lang":"en","type":"book-chapter","venue":"Time to knit","topic":"Muon and positron interactions and applications","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00002684818,0.0002878718,0.0002472423,0.0001569267,0.00007364093,0.00005604729,0.0001984265,0.0001995485,0.9980682],"category_scores_gemma":[0.000001362211,0.0003128806,0.0001438628,0.00003612428,0.00001837113,0.00004536903,0.00002312564,0.0003191144,0.9960977],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006326375,"about_ca_system_score_gemma":0.00001389656,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006086289,"about_ca_topic_score_gemma":3.835517e-7,"domain_scores_codex":[0.9992018,0.000003244431,0.0002517866,0.0002186794,0.0001191446,0.0002053436],"domain_scores_gemma":[0.999344,0.00002990692,0.00002776053,0.0004068,0.00003138848,0.0001601614],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000007303303,0.000008180901,5.962864e-10,0.00001366522,0.00006013491,0.00000212588,0.000005568083,0.0004572594,0.00002416758,0.0004322162,0.4022138,0.5967755],"study_design_scores_gemma":[0.00006365964,0.00002864927,2.586407e-7,0.00006542564,0.00004274075,0.00001140875,1.716234e-7,0.0004626389,0.00002667742,0.000111874,0.9988406,0.0003459247],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[3.171006e-7,0.0001844173,0.00002401613,0.00006338376,0.000008095663,0.0002178739,0.0001946859,0.0004073955,0.9988998],"genre_scores_gemma":[0.000004325162,0.000003644224,0.0001043583,0.0000254946,0.0003436085,0.00005636761,0.0001598222,0.0001052827,0.9991971],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5966268,"threshold_uncertainty_score":0.9999323,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006048790508878414,"score_gpt":0.1711527501407723,"score_spread":0.1651039596318939,"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."}}