{"id":"W1907672044","doi":"10.1002/meet.2014.14505101066","title":"Influence of need for cognition and need for cognitive closure on three information behavior orientations","year":2014,"lang":"en","type":"article","venue":"Proceedings of the American Society for Information Science and Technology","topic":"Misinformation and Its Impacts","field":"Social Sciences","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Cognition; Psychology; Need for cognition; Independence (probability theory); Preference; Closure (psychology); Orientation (vector space); Simplicity; Cognitive style; Scale (ratio); Cognitive psychology; Social psychology; Developmental psychology; Mathematics","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":[0.002588143,0.0003262824,0.0003376854,0.001611297,0.0004462184,0.001512554,0.0002487575,0.0004566026,0.00223701],"category_scores_gemma":[0.02070557,0.0002547925,0.0006659765,0.0005821363,0.001102466,0.0004483761,0.0009674915,0.0009586886,0.000132121],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000803827,"about_ca_system_score_gemma":0.0005874831,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002704307,"about_ca_topic_score_gemma":0.003700898,"domain_scores_codex":[0.9974393,0.0008715377,0.000229834,0.0002012747,0.0009707788,0.0002873275],"domain_scores_gemma":[0.961504,0.02405114,0.00708317,0.00169322,0.002106469,0.00356193],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00051722,0.0008112392,0.9804022,0.00003309051,0.000125994,0.0001189927,0.003183699,0.0002206885,0.003996376,0.0003232303,0.00009630949,0.01017078],"study_design_scores_gemma":[0.00001239699,0.000341081,0.9965107,0.000006873004,0.00002487437,0.00008052628,0.001491693,0.0006705611,0.000514753,0.0001681197,0.0001641582,0.0000143197],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992772,0.0000129785,0.00007150677,0.00001541107,0.000001290363,0.000008240938,0.00001326448,0.000002282121,0.0005977104],"genre_scores_gemma":[0.9997368,0.000009150685,0.000115301,0.000004517144,0.000001318426,0.000005717404,0.00002097995,0.000001606174,0.0001045066],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002704307,"threshold_uncertainty_score":0.01368755,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01496643442006078,"score_gpt":0.3079348919989706,"score_spread":0.2929684575789098,"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."}}