{"id":"W4384206852","doi":"10.12688/f1000research.134481.1","title":"The Noetic Signature Inventory: 12-Factor Confirmatory Analysis","year":2023,"lang":"en","type":"preprint","venue":"F1000Research","topic":"Identity, Memory, and Therapy","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Confirmatory factor analysis; Statistic; Psychology; Structural equation modeling; Demography; Medicine; Statistics; Clinical psychology; Mathematics; Sociology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02106407,0.0009893214,0.001111226,0.002365679,0.001510646,0.001711693,0.001070183,0.0004474148,0.006233574],"category_scores_gemma":[0.04889768,0.0006314754,0.002155104,0.002658565,0.0008030078,0.0009102282,0.001453855,0.001626117,0.001226602],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009680414,"about_ca_system_score_gemma":0.006211783,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00669548,"about_ca_topic_score_gemma":0.008413849,"domain_scores_codex":[0.9895608,0.004876496,0.0009447386,0.0006709125,0.003409887,0.0005370526],"domain_scores_gemma":[0.9694816,0.01351347,0.002194996,0.003058424,0.01105454,0.0006970215],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.001082622,0.002562562,0.7749887,0.001027427,0.0008062399,0.0006094374,0.01187893,0.002853834,0.003657737,0.007115033,0.01227126,0.1811462],"study_design_scores_gemma":[0.0005588274,0.002000923,0.9165653,0.0009281068,0.0007005744,0.0004559805,0.01248668,0.03673502,0.00533725,0.006453363,0.01760778,0.0001702519],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9191337,0.0001808131,0.056863,0.0007825368,0.0001889933,0.006802501,0.003287201,0.0003923924,0.01236881],"genre_scores_gemma":[0.909053,0.0001619369,0.07704142,0.0001873445,0.00004402349,0.006871209,0.003660024,0.0001007612,0.002880363],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02106407,"threshold_uncertainty_score":0.1113987,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1435771488135423,"score_gpt":0.429792196715244,"score_spread":0.2862150479017017,"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."}}