{"id":"W4250460108","doi":"10.26522/ti.v2i1.778","title":"Conclusion","year":2013,"lang":"en","type":"article","venue":"ti<","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00003498396,0.00002574736,0.00002901892,0.00001370929,0.00002410503,0.00000967347,0.00004798322,0.00001346178,0.007691292],"category_scores_gemma":[0.00001427989,0.00002121074,0.000009324784,0.00004431599,0.00001451566,0.00006319442,0.00004259351,0.00002364963,0.4090961],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000157986,"about_ca_system_score_gemma":0.000004836825,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001400576,"about_ca_topic_score_gemma":0.000003302099,"domain_scores_codex":[0.9997661,0.000009294954,0.00003330166,0.00004833602,0.0000658264,0.00007718887],"domain_scores_gemma":[0.999826,0.000008253003,0.00001091767,0.0001036725,0.00002115851,0.00003002481],"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":[0.000002394399,0.00002057751,0.001968946,0.000002078827,0.000003377913,0.000001873385,0.0002337944,0.00000212756,0.3341678,0.001370655,0.6545647,0.007661737],"study_design_scores_gemma":[0.000842722,0.00005656284,0.1464799,0.0000163904,0.000009265542,0.00001009423,0.00008968852,0.002352052,0.03754298,0.005938852,0.8064042,0.0002572367],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8547478,0.0000276898,0.000008354612,0.0001829689,0.00004476203,0.00007568031,0.000001683983,0.0001236287,0.1447874],"genre_scores_gemma":[0.9923642,3.39477e-7,0.0001747668,0.0001410943,0.00004224506,0.000005763513,0.000002751471,0.00001473383,0.007254134],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4014048,"threshold_uncertainty_score":0.9932158,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007045027229760659,"score_gpt":0.2204546857372337,"score_spread":0.213409658507473,"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."}}