{"id":"W2975032182","doi":"10.1080/1047840x.2019.1643667","title":"Should We Approach Approach and Avoid Avoidance? An Inquiry from Different Levels","year":2019,"lang":"en","type":"article","venue":"Psychological Inquiry","topic":"Behavioral Health and Interventions","field":"Psychology","cited_by":46,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Psychology; Situational ethics; Hierarchy; Perception; Social psychology; Cognitive 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0004776776,0.0005075642,0.0007154531,0.0001570242,0.0002099715,0.00009625272,0.0006534928,0.0008214289,0.006411606],"category_scores_gemma":[0.0000206566,0.0003808749,0.0002400499,0.0002288319,0.0005969256,0.0002746011,0.0001805099,0.001223767,0.001030072],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005588288,"about_ca_system_score_gemma":0.000009499049,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001072563,"about_ca_topic_score_gemma":0.000005428379,"domain_scores_codex":[0.9956247,0.0007148203,0.0007765254,0.001626794,0.0003442433,0.0009129103],"domain_scores_gemma":[0.9977292,0.0001448504,0.000210161,0.001252356,0.00005335399,0.0006100896],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.003372922,0.04475279,0.2084321,0.0004135254,0.0004929407,0.0001058597,0.05794775,0.00002246139,0.006219785,0.05936576,0.09990153,0.5189726],"study_design_scores_gemma":[0.002983186,0.001834188,0.9773377,0.00006610256,0.00006457061,0.00006592237,0.007786279,0.0001903931,0.00003295921,0.003440084,0.005411624,0.0007870573],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9682171,0.001976805,0.005404546,0.0004138329,0.004105138,0.0009285437,0.0001054527,0.0002900283,0.01855855],"genre_scores_gemma":[0.9916888,0.00007519852,0.002213537,0.002017,0.001021451,0.000343103,0.0002331355,0.00005822807,0.002349526],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7689055,"threshold_uncertainty_score":0.9998643,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3920217630257908,"score_gpt":0.4649660365522221,"score_spread":0.07294427352643135,"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."}}