{"id":"W2028731938","doi":"10.3200/jrlp.140.4.307-316","title":"Self Research in Educational Psychology: A Cautionary Tale of Positive Psychology in Action","year":2006,"lang":"en","type":"article","venue":"The Journal of Psychology","topic":"Educational and Psychological Assessments","field":"Psychology","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Psychology; Psyche; Cross-cultural psychology; Flourishing; Differential psychology; Positive psychology; Sociocultural evolution; Action (physics); Asian psychology; Critical psychology; Psychological research; Theoretical psychology; Self psychology; School psychology; Sport psychology; Social psychology; Epistemology; Psychoanalysis; Cognitive psychology; Applied psychology; Sociology; Self","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.004729273,0.0002417799,0.0005168745,0.00138318,0.000104883,0.00000910247,0.0009236421,0.0004494179,0.001819158],"category_scores_gemma":[0.00006924263,0.0001839849,0.0001500411,0.001659131,0.0006903197,0.0001676636,0.00005241614,0.00169762,0.0002138048],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001647759,"about_ca_system_score_gemma":0.0001934879,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003036743,"about_ca_topic_score_gemma":0.0001882121,"domain_scores_codex":[0.9937383,0.003125242,0.001508009,0.0004534839,0.000508739,0.0006662104],"domain_scores_gemma":[0.9965992,0.001517452,0.0007504038,0.0005762362,0.0004614613,0.00009522838],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.008856569,0.03320194,0.5876544,0.0000715959,0.0004769488,0.0003123961,0.007703879,0.000124628,0.02152536,0.09745601,0.2294971,0.0131191],"study_design_scores_gemma":[0.002413171,0.0009308663,0.8691037,0.00004973051,0.00002225003,0.00135274,0.0005403754,0.00000249881,0.00002842204,0.1160956,0.009319556,0.0001411101],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.872758,0.001733208,0.0001892602,0.04308723,0.003071138,0.0003839137,0.0000187584,0.00001001629,0.07874842],"genre_scores_gemma":[0.994588,0.0003701206,0.001121338,0.002236524,0.0008014658,0.00005363221,0.00002191097,0.00002588123,0.0007811041],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2814493,"threshold_uncertainty_score":0.9990933,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1513881789792825,"score_gpt":0.5492103175825238,"score_spread":0.3978221386032413,"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."}}