{"id":"W4416321388","doi":"10.5406/19398298.138.2.01","title":"Preface","year":2025,"lang":"en","type":"article","venue":"The American Journal of Psychology","topic":"Academic and Historical Perspectives in Psychology","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Centennial; Higher education; Automaticity; Experimental psychology; Associate editor; Industrial and organizational psychology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001924119,0.001343537,0.001211806,0.002859238,0.002389251,0.007439945,0.0019254,0.002362181,0.524779],"category_scores_gemma":[0.01363045,0.0004632403,0.0008783143,0.002486463,0.0007445329,0.004867519,0.002665729,0.004023745,0.3653024],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001508593,"about_ca_system_score_gemma":0.00305388,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001735007,"about_ca_topic_score_gemma":0.002515657,"domain_scores_codex":[0.9983146,0.0002062648,0.0001464063,0.0002758388,0.0008885685,0.000168398],"domain_scores_gemma":[0.9913987,0.001463513,0.000424031,0.0006297762,0.004264125,0.001819897],"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":[0.000007198388,0.000007632152,0.0000326274,0.00006045621,0.000001188201,0.00001341713,0.00001830456,0.000009151275,0.00003647713,0.0005616125,0.9841449,0.01510715],"study_design_scores_gemma":[0.000003571206,0.000009055962,0.0001929713,0.0000917914,0.000001601426,0.00003374406,0.00004576819,0.00001434451,0.00002295166,0.0006344882,0.9989459,0.000003934396],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.0005883173,0.01439517,0.001697962,0.06655665,0.5471706,0.0003927017,0.006280818,0.00137709,0.3615407],"genre_scores_gemma":[0.002947241,0.01376065,0.001387946,0.02495394,0.1795116,0.0003111438,0.008500035,0.001204833,0.7674227],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.524779,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01653988741616466,"score_gpt":0.4235629700556481,"score_spread":0.4070230826394834,"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."}}