{"id":"W1999375551","doi":"10.1006/brcg.1999.1172","title":"Toward a Computational Affective Neuroscience","year":2000,"lang":"en","type":"article","venue":"Brain and Cognition","topic":"Mental Health Research Topics","field":"Psychology","cited_by":8,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University","funders":"","keywords":"Psychology; Humanities; Mathematical psychology; Philosophy; Cognitive psychology","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001238873,0.00003709906,0.00003823625,0.0000301428,0.00008251462,0.00001636564,0.00002952707,0.0000242674,0.00264522],"category_scores_gemma":[0.0000194426,0.00003653282,0.000009492509,0.00008137424,0.00007567094,0.00004861966,0.000007512629,0.00006971796,0.000248651],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000009091048,"about_ca_system_score_gemma":0.00001321799,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001891271,"about_ca_topic_score_gemma":0.000002909268,"domain_scores_codex":[0.9994518,0.0001025653,0.0000568531,0.0001473477,0.0001101772,0.0001312221],"domain_scores_gemma":[0.9997793,0.00008880501,0.00001053747,0.00003565418,0.00001696197,0.00006877915],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0001261338,0.0001379768,0.000352597,0.00002185579,0.000003551818,0.00002996457,0.001435637,0.00000542103,0.0001491314,0.009302617,0.007849735,0.9805854],"study_design_scores_gemma":[0.002646699,0.0009625299,0.8849112,0.00004131694,0.000008159003,0.0002052143,0.0006403344,0.003313447,0.00008877808,0.05991848,0.04702509,0.0002386875],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8423934,0.00008463582,0.001336171,0.004482046,0.0001532696,0.0003630521,0.00002444691,0.00004849903,0.1511145],"genre_scores_gemma":[0.9927025,0.000005605633,0.00009457598,0.00438061,0.00004608662,0.00002935642,0.00002027242,0.000003314256,0.002717654],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9803467,"threshold_uncertainty_score":0.9982665,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09317844050815893,"score_gpt":0.4187523083785674,"score_spread":0.3255738678704084,"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."}}