{"id":"W4413227860","doi":"10.1080/09515089.2025.2540489","title":"Memories as data: The case of radical reuse","year":2025,"lang":"en","type":"article","venue":"Philosophical Psychology","topic":"Memory Processes and Influences","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Reuse; Cognitive science; Epistemology; Psychology; Computer science; Data science; Philosophy; Engineering","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":[0.0003882647,0.0001222483,0.0002225104,0.00007129805,0.0001884446,0.00002251001,0.001941399,0.0001226589,0.000252087],"category_scores_gemma":[0.004936616,0.00007668256,0.00004302523,0.0005012971,0.001474283,0.0001613573,0.0005809717,0.0003669442,0.00008048833],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000004809624,"about_ca_system_score_gemma":0.00006095791,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002742774,"about_ca_topic_score_gemma":0.000005987325,"domain_scores_codex":[0.9984445,0.0002343431,0.0003583293,0.0006061065,0.0001334686,0.0002232501],"domain_scores_gemma":[0.9970774,0.000758666,0.00009585708,0.00196618,0.00003798346,0.00006392041],"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":[0.0003148633,0.0003163765,0.0001416399,0.00006221235,0.00002100889,0.001357001,0.0001578702,0.000002945016,0.02548555,0.9501088,0.01523882,0.006792916],"study_design_scores_gemma":[0.0004212596,0.0001420525,0.0001371778,0.000015599,0.00002554054,0.001568238,0.0000262566,0.0001047562,0.01507241,0.9493669,0.03302386,0.00009597678],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5076535,0.0006318977,0.0002303606,0.3955417,0.001192475,0.0002855913,0.00005363313,0.00007659657,0.0943342],"genre_scores_gemma":[0.9785693,0.0001676756,0.000100827,0.02083525,0.0002023266,0.00001086036,0.000001667919,0.000006595375,0.0001055326],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4709157,"threshold_uncertainty_score":0.5909947,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1569651482338468,"score_gpt":0.4392636306445372,"score_spread":0.2822984824106904,"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."}}