{"id":"W4406652016","doi":"10.1016/b978-0-7506-4581-2.50198-5","title":"10.1016/b978-0-7506-4581-2.50198-5","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":[0.00002675801,0.0002855712,0.0002451364,0.0001547433,0.00007313034,0.00005492491,0.0001980353,0.0001975076,0.9979243],"category_scores_gemma":[0.000001360503,0.0003064915,0.0001428208,0.00003524041,0.00001824088,0.00004455019,0.00002354622,0.0003163544,0.9962928],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006377833,"about_ca_system_score_gemma":0.00001395969,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000007561243,"about_ca_topic_score_gemma":4.397528e-7,"domain_scores_codex":[0.9992098,0.000003239294,0.0002489874,0.0002168965,0.0001182445,0.0002028569],"domain_scores_gemma":[0.9993474,0.00002968183,0.00002766323,0.000406697,0.00003143753,0.0001570609],"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":[0.000007565192,0.000008257189,6.875824e-10,0.00001461911,0.0000622763,0.000002092561,0.000005780018,0.0005597884,0.00002076346,0.0005052832,0.4033966,0.595417],"study_design_scores_gemma":[0.00006296235,0.0000274921,2.360445e-7,0.00006494027,0.00004276129,0.0000112934,1.709167e-7,0.000400791,0.00002948094,0.0001194506,0.9988986,0.0003418603],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[3.278851e-7,0.000193212,0.0000202603,0.000065994,0.000008153909,0.0002191812,0.0001930677,0.0003878413,0.998912],"genre_scores_gemma":[0.00000407149,0.000001633391,0.00009292332,0.00002605166,0.0003457736,0.00005721161,0.0001679527,0.0001029803,0.9992014],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.595502,"threshold_uncertainty_score":0.9999387,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006143381757104355,"score_gpt":0.1716607279197396,"score_spread":0.1655173461626352,"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."}}