{"id":"W4212792731","doi":"10.2196/preprints.30738","title":"A Serious Game (Immunitates) About Immunization: Development and Validation Study (Preprint)","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Health Education and Validation","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"MacEwan University","funders":"","keywords":"Content validity; Heuristics; Cronbach's alpha; Psychology; Nursing; Medical education; Vaccination; Medicine; Computer science; Mathematics education; Psychometrics; Clinical 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":[0.009665701,0.0009807737,0.0009863781,0.001443073,0.001028948,0.001521996,0.001365087,0.0009747499,0.00443386],"category_scores_gemma":[0.02887421,0.0007422185,0.001019954,0.0006006546,0.001390024,0.001590771,0.00125967,0.001529244,0.001325074],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001651674,"about_ca_system_score_gemma":0.002914518,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002760879,"about_ca_topic_score_gemma":0.003932582,"domain_scores_codex":[0.9972934,0.001179221,0.0003014188,0.0004063754,0.0005690809,0.0002504532],"domain_scores_gemma":[0.9824911,0.009347493,0.0008881709,0.001186942,0.005006629,0.001079717],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.004014439,0.1258741,0.2295874,0.007646625,0.0004937529,0.002860903,0.1610252,0.008233895,0.02079675,0.007415959,0.03441149,0.3976396],"study_design_scores_gemma":[0.005148104,0.07101847,0.6166607,0.003696733,0.0008187829,0.001725557,0.09523216,0.03326601,0.02921514,0.004580402,0.1380669,0.0005710158],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9821022,0.00009554619,0.004731464,0.0001618527,0.00007664623,0.009209981,0.000325407,0.0001045065,0.003192416],"genre_scores_gemma":[0.9174923,0.0006198215,0.04023914,0.0007403317,0.000076983,0.02957831,0.001961563,0.00009840024,0.009193138],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009665701,"threshold_uncertainty_score":0.05111772,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0855631539269788,"score_gpt":0.4058364136683506,"score_spread":0.3202732597413718,"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."}}