{"id":"W3124468982","doi":"","title":"A Person-Centered, Latent Profile Analysis of Psychological Capital","year":2018,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Optimism, Hope, and Well-being","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Brock University","funders":"","keywords":"Optimism; Psychology; Psychological resilience; Social psychology; Affect (linguistics); Latent variable; Capital (architecture); Latent class model; Complement (music); Computer science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003041498,0.0002946055,0.0003544941,0.002008315,0.0005299126,0.001848585,0.0003622939,0.0003422972,0.002270157],"category_scores_gemma":[0.009867619,0.000132926,0.0008642306,0.001788295,0.0005874951,0.001102371,0.001753375,0.0008249718,0.0002572131],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005800447,"about_ca_system_score_gemma":0.0009506385,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00186828,"about_ca_topic_score_gemma":0.001801457,"domain_scores_codex":[0.9982359,0.001058927,0.00007047311,0.000215368,0.0002920892,0.0001271778],"domain_scores_gemma":[0.99508,0.00250107,0.0008171681,0.0008694148,0.0004573896,0.000274858],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003648211,0.0007342726,0.8261238,0.0001733198,0.0006729859,0.0001970192,0.01030271,0.004470659,0.003160462,0.03733253,0.001460208,0.1150072],"study_design_scores_gemma":[0.00003056501,0.000454368,0.931996,0.00009025325,0.0001924266,0.0002188375,0.006362136,0.03045883,0.001176907,0.02591715,0.003042874,0.00005958615],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9298196,0.000115941,0.06418309,0.0002480063,0.00001983958,0.0002759005,0.001035129,0.00006439946,0.004237988],"genre_scores_gemma":[0.9900622,0.00004396282,0.008927251,0.00002085329,0.000005710038,0.0001817817,0.0004519339,0.000006948596,0.0002994754],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003041498,"threshold_uncertainty_score":0.01608515,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02731847825066126,"score_gpt":0.3169780608606493,"score_spread":0.289659582609988,"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."}}