{"id":"W4406652901","doi":"10.1016/b978-0-7506-4581-2.50163-8","title":"10.1016/b978-0-7506-4581-2.50163-8","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":[0.00002723494,0.0002883096,0.0002463957,0.0001563306,0.00007448054,0.00005551755,0.0001993753,0.0001989244,0.998104],"category_scores_gemma":[0.000001436424,0.0003071487,0.0001439885,0.00003599582,0.0000186648,0.00004504553,0.00002384553,0.000315432,0.9963387],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006314696,"about_ca_system_score_gemma":0.00001389463,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000007782343,"about_ca_topic_score_gemma":4.412709e-7,"domain_scores_codex":[0.9992014,0.000003280668,0.000251973,0.000218737,0.0001192038,0.0002054435],"domain_scores_gemma":[0.9993436,0.00003016776,0.00002800726,0.000405754,0.00003217062,0.0001602534],"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":[0.000007600162,0.000008233513,6.663199e-10,0.00001418682,0.00006206658,0.000002180184,0.000005667289,0.0005445248,0.00002073569,0.0004323514,0.3846541,0.6142484],"study_design_scores_gemma":[0.00006423182,0.00002742487,2.4387e-7,0.00006894884,0.00004284712,0.00001144754,1.732764e-7,0.0003972954,0.00003068555,0.0001112395,0.9989008,0.0003446167],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[3.581031e-7,0.0001888418,0.00001994369,0.0000678222,0.000008176048,0.0002158353,0.0001921529,0.0003931312,0.9989138],"genre_scores_gemma":[0.000004568586,0.000001639832,0.0000837831,0.00002495675,0.0003540781,0.00005810121,0.0001612909,0.0001037205,0.9992079],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6142468,"threshold_uncertainty_score":0.9999381,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006148358882067716,"score_gpt":0.1715446976388855,"score_spread":0.1653963387568178,"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."}}