{"id":"W2767283053","doi":"","title":"The Price is Right: A High Information Access Cost Facilitates Category Learning","year":2010,"lang":"en","type":"article","venue":"eScholarship (California Digital Library)","topic":"Child and Animal Learning Development","field":"Psychology","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Simon Fraser University","keywords":"Mnemonic; Categorization; Task (project management); Working memory; Object (grammar); Cognitive psychology; Psychology; Cognition; Memorization; Perception; Computer science; Social psychology; Artificial intelligence; Cognitive science; Economics; Management","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002709742,0.0003290109,0.0005041333,0.0003128874,0.0002931928,0.001907547,0.0007998743,0.001430342,0.0108141],"category_scores_gemma":[0.02287782,0.0004367114,0.0003245868,0.0003056824,0.001607883,0.003479894,0.001555871,0.002237242,0.0009878908],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006715885,"about_ca_system_score_gemma":0.0007754675,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0013248,"about_ca_topic_score_gemma":0.001423859,"domain_scores_codex":[0.9980831,0.0004616969,0.0001246225,0.0004856272,0.000659406,0.0001855674],"domain_scores_gemma":[0.9837452,0.009868488,0.001542658,0.002993411,0.0008065466,0.001043578],"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":[0.001929846,0.0006978645,0.03940011,0.0009415462,0.0003064482,0.001211019,0.001821703,0.005111047,0.5855728,0.1405317,0.008613093,0.2138629],"study_design_scores_gemma":[0.0005433779,0.002356224,0.4031615,0.0004186548,0.0007142227,0.005213712,0.001671304,0.04288614,0.1658717,0.333292,0.04343254,0.0004386707],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9402426,0.0007698239,0.02312485,0.01104887,0.0002837205,0.00004792644,0.000219228,0.0003305211,0.0239324],"genre_scores_gemma":[0.982372,0.0002496043,0.01242107,0.001510317,0.00007012484,0.00005695615,0.0001027825,0.0001970539,0.003020046],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0108141,"threshold_uncertainty_score":0.03617674,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01108933007611995,"score_gpt":0.2401793861816022,"score_spread":0.2290900561054823,"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."}}