{"id":"W2962150828","doi":"10.1007/s11002-008-9067-9","title":"Towards a brain-to-society systems model of individual choice","year":2008,"lang":"en","type":"article","venue":"Marketing Letters","topic":"Cognitive Science and Mapping","field":"Computer Science","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"Queen's University; Université de Montréal; McGill University; Centre Hospitalier de l’Université de Montréal; The Quebec Population Health Research Network; Montreal Neurological Institute and Hospital","funders":"","keywords":"Psychology; Computer science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001302577,0.0004790116,0.0008367363,0.0007446769,0.0007805988,0.003594072,0.001802679,0.001972795,0.009898437],"category_scores_gemma":[0.004817036,0.0003760561,0.0009803383,0.0008792262,0.002513594,0.004571609,0.001417261,0.001489959,0.001148328],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001592685,"about_ca_system_score_gemma":0.001658632,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006058984,"about_ca_topic_score_gemma":0.00441517,"domain_scores_codex":[0.999403,0.0003455054,0.00001780618,0.0001032965,0.00006818878,0.0000622931],"domain_scores_gemma":[0.9982981,0.001103451,0.00009980066,0.0001233467,0.0002164072,0.0001588905],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00002066691,0.00003320653,0.0008160654,0.00003640525,0.00003957153,0.00007392711,0.0003939695,0.0515192,0.000300901,0.9388983,0.001681723,0.006186037],"study_design_scores_gemma":[0.00001225131,0.00001219995,0.0003150095,0.000006738827,0.000008802291,0.00002963885,0.00009350142,0.1438392,0.00004206645,0.8544262,0.001206247,0.000008127818],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.06653365,0.000666993,0.8231241,0.01751951,0.0002403116,0.00008741693,0.0003894703,0.0002761329,0.09116244],"genre_scores_gemma":[0.9058639,0.0006181635,0.07925738,0.0008686068,0.0002200809,0.0001670146,0.0001445137,0.00007662734,0.01278365],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.009898437,"threshold_uncertainty_score":0.03311354,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03888338921084133,"score_gpt":0.2443807319598108,"score_spread":0.2054973427489695,"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."}}