{"id":"W2051270523","doi":"10.1037/a0026767","title":"Psychological entropy: A framework for understanding uncertainty-related anxiety.","year":2012,"lang":"en","type":"article","venue":"Psychological Review","topic":"Mental Health Research Topics","field":"Psychology","cited_by":616,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University; University of Toronto","funders":"","keywords":"Affordance; Entropy (arrow of time); Information theory; Anxiety; Psychology; Cognitive psychology; Perception; Cognition; Cognitive science; Computer science; Social 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":[0.001851389,0.000873535,0.0007225141,0.00288038,0.0009790857,0.003352964,0.00121309,0.002036271,0.003259982],"category_scores_gemma":[0.003837395,0.0002359497,0.000951337,0.00159947,0.008469608,0.005565788,0.002310607,0.002876027,0.0003487967],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002632742,"about_ca_system_score_gemma":0.001518045,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00177052,"about_ca_topic_score_gemma":0.001263296,"domain_scores_codex":[0.9992071,0.0003354822,0.00005696562,0.0001146007,0.0002151661,0.0000708537],"domain_scores_gemma":[0.998384,0.001078856,0.0002151191,0.00007348615,0.0001461986,0.0001024693],"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":[0.00001499708,0.00002077482,0.000780686,0.0003350872,0.00004185709,0.0001602197,0.001632912,0.001773966,0.0003989901,0.9658154,0.002578167,0.02644702],"study_design_scores_gemma":[0.000006077588,0.00003164695,0.001333015,0.0001711121,0.00002046744,0.0002831173,0.0006003237,0.002291772,0.0001487055,0.9690149,0.02607417,0.00002458617],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.03282039,0.2275746,0.5208974,0.06580162,0.002734954,0.0002973315,0.0006935713,0.0002940862,0.1488861],"genre_scores_gemma":[0.8373771,0.07965656,0.06307315,0.008113199,0.003037911,0.0006466914,0.0003101125,0.00005450673,0.007730749],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.003352964,"threshold_uncertainty_score":0.01910192,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3645170422828429,"score_gpt":0.5521507023334296,"score_spread":0.1876336600505866,"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."}}