{"id":"W4415587327","doi":"10.1037/pspa0000468","title":"The failure gap.","year":2025,"lang":"en","type":"article","venue":"Journal of Personality and Social Psychology","topic":"Software Engineering Techniques and Practices","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Kellogg's (Canada)","funders":"","keywords":"Closing (real estate); Stigma (botany); Punishment (psychology); Suicide prevention; Social stigma; Fear of failure; Public opinion","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":[],"consensus_categories":[],"category_scores_codex":[0.0008419473,0.00004354844,0.00009470969,0.0000343763,0.0002184893,0.00008252464,0.0003527624,0.00006610141,0.000003662756],"category_scores_gemma":[0.00007861653,0.00002952517,0.00005865318,0.0001103127,0.00007132487,0.000148332,0.00004141717,0.0002431684,5.632007e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000009810336,"about_ca_system_score_gemma":0.0000323138,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004118674,"about_ca_topic_score_gemma":0.000004370577,"domain_scores_codex":[0.9995143,0.00009723315,0.0001482362,0.00006703035,0.00008337153,0.000089851],"domain_scores_gemma":[0.9994414,0.0002777399,0.0001124735,0.00007983852,0.00007052287,0.00001800915],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005623185,0.00005789828,0.001901732,0.00002164363,0.0001304123,0.00001791471,0.002921586,0.000001184573,0.0001647609,0.7518463,0.1178071,0.1250733],"study_design_scores_gemma":[0.0002981716,0.00009898199,0.04938327,0.00001117665,0.00001462073,0.0001074421,0.000184709,0.00006243376,0.00001681483,0.1027241,0.8470277,0.00007060914],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.04035721,0.002096784,0.7111425,0.2413973,0.001417033,0.00005339825,9.14052e-7,0.00005930119,0.003475591],"genre_scores_gemma":[0.9738523,0.0003760966,0.02112548,0.004102144,0.0003076531,0.000001563964,9.73418e-8,0.000002812734,0.0002318793],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.933495,"threshold_uncertainty_score":0.1680465,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0327689420423819,"score_gpt":0.3625464712565564,"score_spread":0.3297775292141745,"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."}}