{"id":"W6962809226","doi":"10.17605/osf.io/5jq6u","title":"Validation HAIS-Q Spanish","year":2020,"lang":"en","type":"article","venue":"OSF Preprints (OSF Preprints)","topic":"Psychometric Methodologies and Testing","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"","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":["metaresearch","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.02134554,0.0002667087,0.0005355421,0.0002767158,0.0002594551,0.0005454373,0.002796926,0.0001918483,0.4623236],"category_scores_gemma":[0.3415549,0.0002425883,0.0002628021,0.002008053,0.0001393684,0.0005070475,0.002001032,0.000467624,0.8153708],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007734438,"about_ca_system_score_gemma":0.0001113872,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006863219,"about_ca_topic_score_gemma":0.000003091674,"domain_scores_codex":[0.9922408,0.001792348,0.001139928,0.002827265,0.001518787,0.0004808648],"domain_scores_gemma":[0.9772397,0.01724762,0.0006744123,0.003908623,0.0004395757,0.0004901089],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000163692,0.0001910514,0.2991751,0.0000338183,0.00009758551,0.00004316266,0.002567052,0.003394608,0.01352801,0.00325203,0.3176492,0.3599046],"study_design_scores_gemma":[0.001237783,0.000006254605,0.2118192,0.0000443004,0.00006454714,0.0000539637,0.001329027,0.01308413,0.0322278,0.0776517,0.6615755,0.0009058008],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1973308,0.000002169813,0.07273015,0.003186499,0.0006940241,0.0004772729,0.0000103314,0.0003857006,0.725183],"genre_scores_gemma":[0.9064251,0.00003624243,0.02833338,0.001260727,0.0002973623,0.00005644404,0.000007525155,0.00003566385,0.06354761],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7090942,"threshold_uncertainty_score":0.9892465,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2969481698966023,"score_gpt":0.4098655404164758,"score_spread":0.1129173705198736,"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."}}