{"id":"W4391763385","doi":"10.1007/978-3-031-17299-1_553","title":"Content Validity","year":2023,"lang":"en","type":"book-chapter","venue":"","topic":"Health Education and Validation","field":"Social Sciences","cited_by":8,"is_retracted":false,"has_abstract":false,"ca_institutions":"Kwantlen Polytechnic University","funders":"","keywords":"Psychology","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":[0.09394221,0.001396948,0.001758597,0.01267964,0.003676823,0.009513625,0.00247915,0.001570858,0.04086845],"category_scores_gemma":[0.3287632,0.001151321,0.003242379,0.007160916,0.007409699,0.007531791,0.007976349,0.003817942,0.01431351],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008293618,"about_ca_system_score_gemma":0.01504567,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004182198,"about_ca_topic_score_gemma":0.003647967,"domain_scores_codex":[0.8882248,0.04776547,0.01054062,0.009713454,0.04185767,0.001897966],"domain_scores_gemma":[0.6778441,0.1776427,0.008067657,0.04502569,0.08972868,0.001691171],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0003575635,0.0002573938,0.01653208,0.00234468,0.0002684906,0.00008122987,0.01594629,0.0007790349,0.002452,0.2675431,0.07046903,0.6229692],"study_design_scores_gemma":[0.0002837696,0.0004252938,0.04448535,0.008054325,0.0007619383,0.000652624,0.01525164,0.007489162,0.01477453,0.4231856,0.484394,0.0002417734],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"methods","genre_scores_codex":[0.03405659,0.001773784,0.2119066,0.008095962,0.001859446,0.01383633,0.008040052,0.001368453,0.7190629],"genre_scores_gemma":[0.4893345,0.002535195,0.2754855,0.00665437,0.001371954,0.04049249,0.01465072,0.003169687,0.1663057],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.09394221,"threshold_uncertainty_score":0.4968199,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.7690452884986527,"score_gpt":0.4735401184023991,"score_spread":0.2955051700962536,"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."}}