{"id":"W4313543502","doi":"10.1007/s42977-022-00150-3","title":"Preface","year":2022,"lang":"pt","type":"editorial","venue":"Biologia Futura","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Institute of Genetics; Eötvös Loránd Tudományegyetem","keywords":"Psychology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003504704,0.002814514,0.00228337,0.005757364,0.002597595,0.006917354,0.002020588,0.006488564,0.1109977],"category_scores_gemma":[0.02224546,0.0008988489,0.002018248,0.002013524,0.001080285,0.002670681,0.002024463,0.008237531,0.0790153],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003018715,"about_ca_system_score_gemma":0.00309325,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002775039,"about_ca_topic_score_gemma":0.00627217,"domain_scores_codex":[0.9974867,0.0005250035,0.0002481041,0.0002960174,0.001242556,0.0002015897],"domain_scores_gemma":[0.9860927,0.003492857,0.0009625982,0.0006078765,0.006562775,0.00228108],"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":[0.00001451422,0.000003754461,0.000005590995,0.00008796159,0.000003331739,0.00002650356,0.000002990176,0.000008193243,0.00001650829,0.0000836209,0.9961702,0.003576864],"study_design_scores_gemma":[0.00003375154,0.00001224204,0.00009665418,0.000307617,0.00001544019,0.0001208119,0.00001313307,0.00003254113,0.00004266195,0.0005710066,0.9987462,0.000008033691],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.00002748928,0.008405237,0.0001174048,0.02040507,0.9608696,0.00005623827,0.0001606541,0.00008841701,0.009869898],"genre_scores_gemma":[0.0005901729,0.008142081,0.0002127879,0.02705249,0.8818037,0.0001154233,0.0002794314,0.0001509641,0.08165304],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.1109977,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01903656535590677,"score_gpt":0.2772099411148909,"score_spread":0.2581733757589841,"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."}}