{"id":"W2024811810","doi":"10.1037/0278-7393.34.1.219","title":"Modeling distributions of immediate memory effects: No strategies needed?","year":2008,"lang":"en","type":"article","venue":"Journal of Experimental Psychology Learning Memory and Cognition","topic":"Memory Processes and Influences","field":"Neuroscience","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Computer science; Similarity (geometry); Confusion; Word (group theory); Feature (linguistics); Cognitive psychology; Encoding (memory); Word length; Psychology; Artificial intelligence; Natural language processing; Mathematics; Linguistics","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003317859,0.0001384224,0.0002632593,0.0001812531,0.0003946998,0.00002868665,0.0001574882,0.00007816769,0.00008262022],"category_scores_gemma":[0.0003965114,0.0001204673,0.00007973443,0.0001988917,0.0006199639,0.0008168328,0.00003497774,0.0003973173,0.00001250606],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001688726,"about_ca_system_score_gemma":0.0000820146,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004241401,"about_ca_topic_score_gemma":8.129027e-8,"domain_scores_codex":[0.9986756,0.0001657686,0.0004647942,0.0002230339,0.0002677482,0.0002030806],"domain_scores_gemma":[0.9991186,0.0001255281,0.0003672391,0.0000851193,0.0001986415,0.000104897],"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":[0.0003663223,0.0001996954,0.00004273526,0.00003200812,0.00001239942,0.00005476294,0.00105613,0.0005408663,0.9969358,0.0000949694,0.00003817876,0.0006261018],"study_design_scores_gemma":[0.001636881,0.001447136,0.0003081655,0.0001148574,0.00003162102,0.00120228,0.005613871,0.001100063,0.9877578,0.0006019584,0.0000334966,0.0001518863],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9905717,0.001046326,0.001132103,0.00006235192,0.0005348585,0.00009150957,0.000002500681,0.00001764847,0.006540939],"genre_scores_gemma":[0.9987189,0.0006047645,0.0001647492,0.0002962537,0.0001621434,0.000005521476,0.000002250159,0.000009911057,0.00003557647],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009178047,"threshold_uncertainty_score":0.4912512,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04310951212316639,"score_gpt":0.3332865909152133,"score_spread":0.2901770787920469,"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."}}