{"id":"W2117394871","doi":"10.1177/0956797609359910","title":"Hyper-Binding","year":2010,"lang":"en","type":"article","venue":"Psychological Science","topic":"Neural and Behavioral Psychology Studies","field":"Neuroscience","cited_by":190,"is_retracted":false,"has_abstract":true,"ca_institutions":"Baycrest Hospital; University of Toronto","funders":"National Institute on Aging; Canadian Institutes of Health Research; U.S. Public Health Service","keywords":"Psychology; Task (project management); Cognitive psychology; Developmental psychology; Semantic memory; ENCODE; Lexical decision task; Cognition; Neuroscience","routes":{"ca_aff":true,"ca_fund":true,"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":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003803653,0.0001291811,0.0001194719,0.00008422694,0.0006590484,0.00008494544,0.0009623251,0.00006915862,0.0005567858],"category_scores_gemma":[0.0006927781,0.00008068867,0.00004900303,0.001008539,0.002745406,0.0002692181,0.0001764533,0.0004808791,0.001206245],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000008680725,"about_ca_system_score_gemma":0.000006855026,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001961753,"about_ca_topic_score_gemma":0.00000208272,"domain_scores_codex":[0.9980152,0.00002884058,0.0001520331,0.0008783995,0.0003787368,0.0005467689],"domain_scores_gemma":[0.9992924,0.00009923434,0.0000492683,0.0003453038,0.00002891279,0.0001849218],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.000006808964,0.0001312303,0.004794734,2.822204e-7,9.774185e-8,0.00001751129,0.000018547,5.722883e-8,0.9684439,0.001823299,0.0003635245,0.02439996],"study_design_scores_gemma":[0.0002846608,0.0002582494,0.1272616,0.000002598366,0.000003466433,0.000283311,0.00001845361,0.000007939943,0.8554592,0.003607301,0.01252132,0.0002920072],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9408228,0.000002723597,0.000007603554,0.002021423,0.002155594,0.000104621,0.000002567667,0.000169749,0.05471295],"genre_scores_gemma":[0.9964823,0.000007888041,0.0004350336,0.002268399,0.00009674238,0.00001367794,9.24722e-8,0.000004290795,0.0006915351],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1224668,"threshold_uncertainty_score":0.9999685,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2808903741354759,"score_gpt":0.4746156548626383,"score_spread":0.1937252807271625,"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."}}