{"id":"W218447816","doi":"","title":"Psi Chi Alumni: A National Survey of Psychology Honor Society Graduates.","year":2006,"lang":"en","type":"article","venue":"College student journal","topic":"Academic and Historical Perspectives in Psychology","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Honor; Psychology; Graduate students; Higher education; Medical education; Pedagogy; Political science; Law","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001656805,0.0002539803,0.0005059189,0.0002093727,0.0002981479,0.00001589185,0.0007349308,0.0003677197,0.002043767],"category_scores_gemma":[0.00009826481,0.0002368656,0.0003313163,0.0005843785,0.0005215461,0.00008721854,0.00008755441,0.001076214,0.000184576],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003643174,"about_ca_system_score_gemma":0.0001422665,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001716166,"about_ca_topic_score_gemma":0.0000528464,"domain_scores_codex":[0.9969136,0.0005029732,0.0009142563,0.0004838904,0.0006642076,0.0005210434],"domain_scores_gemma":[0.99814,0.0002624549,0.0005632339,0.0002708899,0.0006204226,0.0001429866],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0002273039,0.001226176,0.1179669,0.00000329196,0.0003664611,0.00003369155,0.001218664,0.0000114296,0.0001198101,0.05772404,0.8208079,0.0002943001],"study_design_scores_gemma":[0.003019165,0.0003275926,0.9264821,0.000009239219,0.00004090553,0.0005830335,0.0005281212,0.00001054565,0.000003520759,0.01961696,0.04913037,0.0002484719],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2860067,0.006837323,0.007088743,0.003386675,0.01171705,0.0005837784,0.0003928342,0.00009200776,0.6838949],"genre_scores_gemma":[0.9871017,0.0002103396,0.0009574149,0.001119781,0.00130982,0.0000191908,0.00001833048,0.00003799281,0.009225477],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8085151,"threshold_uncertainty_score":0.9988685,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05500609061725849,"score_gpt":0.4128842907467368,"score_spread":0.3578782001294784,"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."}}