{"id":"W4386806775","doi":"10.31234/osf.io/aj3rp","title":"Individual differences in information demand have a low dimensional structure predicted by some curiosity traits","year":2023,"lang":"en","type":"preprint","venue":"","topic":"Psychological and Educational Research Studies","field":"Psychology","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Trinity College","funders":"","keywords":"Curiosity; Big Five personality traits; Personality; Psychology; Social psychology","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":[0.001327041,0.0002686075,0.0002797505,0.0009770943,0.0002542543,0.001210745,0.000193659,0.0004833793,0.001715939],"category_scores_gemma":[0.009388886,0.0002568519,0.0003676928,0.0004953897,0.0004891565,0.0004425881,0.0007790605,0.0006839963,0.0002285259],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002184315,"about_ca_system_score_gemma":0.000164989,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001015511,"about_ca_topic_score_gemma":0.001229142,"domain_scores_codex":[0.999403,0.000177113,0.00005647024,0.0001534763,0.0001361026,0.00007389895],"domain_scores_gemma":[0.9863837,0.007582017,0.002554433,0.001709335,0.00056057,0.001209975],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002180668,0.0001174735,0.9873952,0.00001853313,0.0001598373,0.00004946323,0.0009384801,0.0003789363,0.003559444,0.0001687373,0.00007023354,0.006925514],"study_design_scores_gemma":[0.000004963814,0.00007606349,0.9977775,0.000002929519,0.00001055931,0.00004962856,0.0002247008,0.001074131,0.0002616243,0.000426002,0.00008486273,0.000007110255],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993321,0.00002255923,0.0002669458,0.00001456163,0.000001335458,0.000003937757,0.00003276622,0.000003703381,0.0003220648],"genre_scores_gemma":[0.9995857,0.00001082875,0.0002360602,0.000005823164,0.000001495244,0.000004415929,0.00006236685,0.000002513578,0.00009082618],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001715939,"threshold_uncertainty_score":0.007018149,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07649389972978529,"score_gpt":0.3622251613281348,"score_spread":0.2857312615983495,"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."}}