{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"category_scores_codex":[0.002324603,0.001904523,0.001896643,0.0005448334,0.001114756,0.000323454,0.003803535,0.003912172,0.03683741],"category_scores_gemma":[0.004366498,0.001688745,0.0009123698,0.001476113,0.0005685763,0.0002010304,0.003157204,0.005839592,0.05190735],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002999552,"about_ca_system_score_gemma":0.001969601,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002463329,"about_ca_topic_score_gemma":0.00002580204,"domain_scores_codex":[0.9894289,0.002120468,0.001383766,0.002973721,0.001997518,0.002095615],"domain_scores_gemma":[0.9927247,0.002076509,0.001714554,0.002558735,0.000502964,0.0004226016],"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":[0.001036826,0.0002703454,0.0003326944,0.0001603883,0.0005710914,0.0001345574,0.0003311456,0.00002214895,0.003784906,0.0001257535,0.9920635,0.001166621],"study_design_scores_gemma":[0.001358368,0.001429379,0.0006080942,0.00007078234,0.0003237253,0.0000174367,0.0008837273,0.00001641933,0.0001258721,0.0000331969,0.9930704,0.00206258],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.00336642,0.006325868,0.000003201993,0.0001722952,0.9612014,0.001677154,0.02112799,0.00120007,0.004925631],"genre_scores_gemma":[0.002536629,0.0009738051,0.0001671498,0.00007910495,0.9447523,0.0005866452,0.01954692,0.0005950495,0.03076242],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.02583679,"threshold_uncertainty_score":0.9993699,"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."}}