{"id":"W4412973099","doi":"10.1016/j.concog.2025.103918","title":"Do eye movements reflect readers’ thoughts during reading? Evidence from multidimensional experience sampling and eye movements","year":2025,"lang":"en","type":"article","venue":"Consciousness and Cognition","topic":"Mind wandering and attention","field":"Neuroscience","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"Academy of Finland","keywords":"Eye movement; Psychology; Reading (process); Cognitive psychology; Experience sampling method; Neuroscience; Social psychology; 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":[0.0001387813,0.0001917041,0.000183286,0.0001228473,0.0006407719,0.0001664325,0.0000919005,0.00008040199,0.00003025376],"category_scores_gemma":[0.0003028883,0.0001848126,0.00003331743,0.0001980558,0.0001733332,0.0003986636,0.0001432696,0.0001355947,0.000006458775],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003160174,"about_ca_system_score_gemma":0.00002380727,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006929108,"about_ca_topic_score_gemma":0.00001145579,"domain_scores_codex":[0.9984146,0.0000906635,0.0002649336,0.0007081145,0.0002576617,0.0002639695],"domain_scores_gemma":[0.9993494,0.0002175782,0.0001101715,0.000175541,0.00006343587,0.00008388135],"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":[0.0001077428,0.00005414207,0.02760249,0.00006551918,0.00001231136,0.00001429659,0.001697021,0.0000056675,0.9644755,0.00009637389,0.00000674463,0.005862191],"study_design_scores_gemma":[0.001807842,0.00005665635,0.1552579,0.002785372,0.00005253166,0.000005459927,0.002898691,0.0011165,0.8306059,0.004847647,0.0001265429,0.0004388954],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9955719,0.0004153257,0.002984047,0.0001081564,0.0003557024,0.0002535799,0.00002465988,0.00007254068,0.0002141395],"genre_scores_gemma":[0.998037,0.0005554947,0.0003193821,0.0003784872,0.00006140827,0.00006492173,0.00001073351,0.00001132042,0.0005612908],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1338696,"threshold_uncertainty_score":0.753644,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05761372665989661,"score_gpt":0.3367022618227967,"score_spread":0.2790885351629001,"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."}}