{"id":"W2503230251","doi":"10.1057/9780230305281_3","title":"The Development of the Fluency Heuristic in Childhood: More Questions than Answers","year":2011,"lang":"en","type":"book-chapter","venue":"Palgrave Macmillan UK eBooks","topic":"Memory Processes and Influences","field":"Neuroscience","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Fluency; Memory development; Psychology; Vocabulary; Developmental psychology; Encoding (memory); Cognitive psychology; Childhood memory; Cognitive development; Episodic memory; Linguistics; Cognition; Mathematics education; Neuroscience","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":[0.0008887559,0.0004518616,0.000305551,0.0009127785,0.000528763,0.003118217,0.0006007307,0.0008979633,0.003921048],"category_scores_gemma":[0.001867935,0.0002801034,0.000261924,0.0007593405,0.006622146,0.003864873,0.0008368468,0.002074366,0.001190692],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001950031,"about_ca_system_score_gemma":0.001569625,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003163347,"about_ca_topic_score_gemma":0.005286153,"domain_scores_codex":[0.9996376,0.0001320258,0.00002237506,0.00007858847,0.00008769453,0.00004170969],"domain_scores_gemma":[0.9988349,0.000844982,0.00007495323,0.00006949635,0.00009843428,0.00007725629],"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":[0.00007682358,0.00003582376,0.002213019,0.0003704698,0.000009805427,0.0008397535,0.02046516,0.0005105392,0.001135915,0.6396053,0.03083444,0.3039029],"study_design_scores_gemma":[0.00001601271,0.00006781565,0.005902035,0.001113757,0.00001424797,0.00240397,0.004613281,0.0006272955,0.001631052,0.3352808,0.648295,0.00003469354],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.02619935,0.08391476,0.03049026,0.008154457,0.0007555588,0.00004072526,0.0001710829,0.0002315935,0.8500423],"genre_scores_gemma":[0.6766408,0.06451345,0.04875558,0.003016463,0.0007338479,0.0001296409,0.0004467905,0.0003613679,0.205402],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.003921048,"threshold_uncertainty_score":0.01414847,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0313079973467178,"score_gpt":0.2509569808787778,"score_spread":0.21964898353206,"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."}}