{"id":"W2886698706","doi":"10.1038/s41562-018-0350-3","title":"Neural signatures to emotion-related word stimuli may vary","year":2018,"lang":"en","type":"letter","venue":"Nature Human Behaviour","topic":"Neural and Behavioral Psychology Studies","field":"Neuroscience","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"Montreal Neurological Institute and Hospital; McGill University","funders":"","keywords":"Word (group theory); Psychology; Cognitive psychology; Linguistics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity","insufficient_payload"],"category_scores_codex":[0.0001623259,0.00112034,0.0008930766,0.0006361559,0.0009568136,0.0002022223,0.001676823,0.004319548,0.00138608],"category_scores_gemma":[0.0001599568,0.0009242354,0.0004802457,0.000779758,0.0006259197,0.0002225152,0.0005023116,0.01240948,0.001013151],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001258928,"about_ca_system_score_gemma":0.00003076021,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003487455,"about_ca_topic_score_gemma":0.00002293274,"domain_scores_codex":[0.9942386,0.0004145162,0.0007355405,0.00227061,0.001093557,0.0012472],"domain_scores_gemma":[0.9978921,0.0001833863,0.0003855904,0.001107231,0.0002134769,0.0002181915],"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":[0.00002947364,0.0001455228,0.001224847,0.00002381988,0.00001612703,0.002683554,0.0001437921,0.000001644166,0.03518623,0.00001768016,0.9599459,0.0005814747],"study_design_scores_gemma":[0.002021614,0.001872446,0.08592416,0.0004502493,0.000916949,0.0005550311,0.00004357695,0.00000366395,0.02810093,0.001256794,0.8746511,0.004203456],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6775275,0.0002777481,5.032228e-7,0.3101591,0.007926112,0.001144094,0.0003494611,0.0006980256,0.001917444],"genre_scores_gemma":[0.5107217,0.000006235763,0.00003236839,0.4542915,0.003493126,0.00006409906,0.0001916761,0.0001414526,0.03105783],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1668058,"threshold_uncertainty_score":0.9997647,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1066023830981723,"score_gpt":0.3919899398470987,"score_spread":0.2853875567489264,"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."}}