{"id":"W4402776661","doi":"10.1027/1618-3169/a000615","title":"It’s All About That Case","year":2024,"lang":"en","type":"article","venue":"Experimental Psychology (formerly Zeitschrift für Experimentelle Psychologie)","topic":"Memory Processes and Influences","field":"Neuroscience","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Reading aloud; Font; Read aloud; Reading (process); Word (group theory); Recall; Psychology; Computer science; Speech recognition; Cognitive psychology; Linguistics; Artificial intelligence","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0005843214,0.001092665,0.0007600004,0.0005868332,0.00063931,0.000581499,0.001498344,0.0005897085,0.009348623],"category_scores_gemma":[0.000127374,0.0009335981,0.0004930801,0.0008529591,0.00117184,0.001564824,0.0003261573,0.001038404,0.005519485],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005720063,"about_ca_system_score_gemma":0.00008669207,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005013708,"about_ca_topic_score_gemma":0.000003466311,"domain_scores_codex":[0.9928359,0.000368215,0.001147171,0.003092334,0.0007821239,0.001774233],"domain_scores_gemma":[0.9971684,0.0003832336,0.0002513923,0.001583569,0.00004799173,0.0005654075],"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":[0.0004557155,0.001264106,0.00007343556,0.00006015312,0.0001114609,0.008187995,0.007927481,0.000007724899,0.8426971,0.0076451,0.1221808,0.009388997],"study_design_scores_gemma":[0.001032582,0.00115414,0.00002497392,0.00007954609,0.00002001736,0.01019593,0.003663135,0.0001354911,0.5384285,0.0001281359,0.4443514,0.000786067],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5244733,0.02970729,0.0009019963,0.004719943,0.01115508,0.001432669,0.00007162083,0.001821436,0.4257167],"genre_scores_gemma":[0.9626514,0.001507448,0.0008674045,0.03074724,0.000490822,0.0005973054,0.00002123247,0.0001772072,0.002939913],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4381781,"threshold_uncertainty_score":0.9993114,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1304663654139829,"score_gpt":0.4502750063666754,"score_spread":0.3198086409526925,"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."}}