{"id":"W2766086484","doi":"","title":"Functional Neuroimaging and its Implications for Cognitive Science: Beyond Phrenology and Localization","year":2005,"lang":"en","type":"article","venue":"eScholarship (California Digital Library)","topic":"Functional Brain Connectivity Studies","field":"Neuroscience","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"","keywords":"Neuroimaging; Phrenology; Cognition; Functional neuroimaging; Psychology; Cognitive science; Cognitive neuroscience; Cognitive psychology; Neuroscience; Medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001560848,0.000197664,0.000156674,0.0002614371,0.0009128107,0.0007865277,0.0001542644,0.00005702899,0.00003649282],"category_scores_gemma":[0.007553156,0.0001960245,0.00003984903,0.0005914071,0.0006195523,0.005089584,0.0003109682,0.0001854021,0.0001108684],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000294966,"about_ca_system_score_gemma":0.0001120716,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":1.765515e-7,"about_ca_topic_score_gemma":5.486664e-7,"domain_scores_codex":[0.9983581,0.00004043674,0.0002230235,0.0008010865,0.0002106783,0.0003666803],"domain_scores_gemma":[0.9969958,0.002509851,0.00008817021,0.0001225015,0.0001075662,0.0001761277],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009086446,0.0007577961,0.3779696,0.0001897799,0.00006914172,0.00000845889,0.0002396795,0.0002091604,0.1067217,0.351934,0.01081661,0.1501754],"study_design_scores_gemma":[0.005063741,0.0006630484,0.3318456,0.0001171165,0.0001109481,0.0005285397,0.0001958611,0.01461427,0.1863417,0.1962539,0.2624891,0.001776223],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9459781,0.0005617397,0.007370218,0.03326863,0.0002310185,0.0009863817,0.003793643,0.0004414386,0.00736881],"genre_scores_gemma":[0.9914846,0.00003260633,0.0001835147,0.007655807,0.0001657798,0.00008726193,0.00007982546,0.00003447472,0.0002761451],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2516724,"threshold_uncertainty_score":0.9042379,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03561401645231957,"score_gpt":0.2593691807537694,"score_spread":0.2237551643014498,"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."}}