{"id":"W4229002177","doi":"10.1111/jopy.12649","title":"Issue Information","year":2022,"lang":"en","type":"paratext","venue":"Journal of Personality","topic":"Psychology of Development and Education","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"University of North Carolina Wilmington; Universität Bremen; Uniwersytet Warszawski; Shaanxi Normal University; University of Toronto; Universiteit Utrecht; Victoria University of Wellington; University of Edinburgh; University of Reading; University of Melbourne; Friedrich-Schiller-Universität Jena; Marquette University; University of South Alabama; University of Oregon; McMaster University; University of California, Davis; Arizona State University; Virginia Commonwealth University; Universität Leipzig; University of Connecticut; Brock University; University of Rochester; University of British Columbia; Villanova University; Michigan State University; University of Pittsburgh; Washington State University; Wake Forest University; College of Engineering, Michigan State University; University of Washington; McGill University; Texas Tech University; Utah State University; Florida State University; Purdue University; University of Southern California; Georgia Southern University; Victoria University; Florida Atlantic University; Franklin W. Olin College of Engineering; Wilfrid Laurier University; George Mason University; Universidad del Atlántico; University of Minnesota; Universiteit van Tilburg; Wellesley College","keywords":"Citation; Computer science; Information retrieval; Psychology; World Wide Web","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001144718,0.0001817528,0.000385807,0.0003538223,0.0001294548,0.00003732022,0.000412453,0.000273511,0.442682],"category_scores_gemma":[0.0000471607,0.0001718278,0.0002260462,0.0001826619,0.0000578037,0.0003283939,0.00003552378,0.001039289,0.02569518],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002542724,"about_ca_system_score_gemma":0.000382872,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005389582,"about_ca_topic_score_gemma":9.642346e-7,"domain_scores_codex":[0.9981897,0.0002500377,0.0007714764,0.0001212455,0.0004432781,0.0002242989],"domain_scores_gemma":[0.9979886,0.00007329726,0.001417608,0.0002003545,0.0002197779,0.0001003956],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000150968,0.0001260488,0.0003801742,0.00003504173,0.0002477632,0.000005255399,0.009730122,0.000001370404,0.000003060748,0.0000590472,0.9807131,0.008548108],"study_design_scores_gemma":[0.0004793323,0.0001291173,0.02635298,0.00002247857,0.00004927478,0.0001943571,0.002941415,1.600519e-7,0.000001950443,0.00006565719,0.9696034,0.0001599229],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.02564522,0.002554558,0.0001133637,0.005660083,0.08826911,0.000149523,0.0001006899,0.000008530722,0.8774989],"genre_scores_gemma":[0.01633294,0.0003918341,0.0006661253,0.0049973,0.006827115,0.00003365942,0.0007261645,0.00003623717,0.9699886],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4169868,"threshold_uncertainty_score":0.9750634,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03835459750652199,"score_gpt":0.3727729250638689,"score_spread":0.334418327557347,"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."}}