{"id":"W7113580564","doi":"","title":"Calibration dataset","year":2023,"lang":"","type":"other","venue":"OSF Preprints (OSF Preprints)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Calibration; Test (biology); Object (grammar); Research centre","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008782349,0.004272417,0.00200276,0.003337294,0.001166274,0.001847255,0.004100936,0.003019651,0.05312067],"category_scores_gemma":[0.003333924,0.0008475096,0.002249133,0.003982584,0.0006346473,0.001498372,0.002825922,0.002168543,0.08521157],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001135043,"about_ca_system_score_gemma":0.001826836,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01629957,"about_ca_topic_score_gemma":0.04393464,"domain_scores_codex":[0.9982054,0.0002045822,0.0001204371,0.0006280771,0.0006419548,0.000199541],"domain_scores_gemma":[0.9985064,0.0001314281,0.00009214052,0.0007158724,0.0004721436,0.0000820231],"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":[0.0004348965,0.000305687,0.002640462,0.001031008,0.0002499404,0.0002617854,0.00004014851,0.006039463,0.003975501,0.001274405,0.8779025,0.1058442],"study_design_scores_gemma":[0.0003961269,0.0003195163,0.01554078,0.0005083276,0.0001859769,0.001792901,0.0002212688,0.02551502,0.01113288,0.00445487,0.939746,0.0001863942],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.008495348,0.002670659,0.02586945,0.000359279,0.0007481094,0.0005882847,0.913414,0.03045239,0.01740238],"genre_scores_gemma":[0.006687535,0.0002923022,0.008790519,0.000137951,0.00003351397,0.0002409621,0.980328,0.0005500125,0.002939199],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.9468793,"threshold_uncertainty_score":0.1777064,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02447167273004659,"score_gpt":0.2837760316251081,"score_spread":0.2593043588950615,"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."}}