{"id":"W4200634209","doi":"","title":"Evaluation of arts education in humanitarian emergencies: evidence for practice","year":2021,"lang":"en","type":"preprint","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Chicoutimi","funders":"","keywords":"The arts; Medical education; Computer science; Political science; Medicine; Law","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":[0.09861434,0.001746946,0.006233405,0.002934495,0.002180344,0.006711673,0.003479352,0.004387899,0.02375869],"category_scores_gemma":[0.3335145,0.0009326587,0.004010829,0.003584503,0.005420217,0.0042831,0.004450619,0.004207795,0.001827723],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008016664,"about_ca_system_score_gemma":0.02012271,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005450115,"about_ca_topic_score_gemma":0.008545797,"domain_scores_codex":[0.8820333,0.08917885,0.01087901,0.003636958,0.01270288,0.001569025],"domain_scores_gemma":[0.6006389,0.3382889,0.02159827,0.009906557,0.02347812,0.006089114],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.09848447,0.01194632,0.01371916,0.1576459,0.009365975,0.0002060219,0.007915402,0.001763073,0.0008061268,0.004355286,0.007705494,0.6860867],"study_design_scores_gemma":[0.1139381,0.08479081,0.09139506,0.5649855,0.02438067,0.0006728183,0.01927758,0.004261892,0.004068355,0.02175365,0.06977431,0.0007012429],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4838631,0.3725332,0.01081471,0.03134396,0.008602013,0.03721744,0.003206403,0.0003098049,0.05210938],"genre_scores_gemma":[0.908098,0.05828593,0.01533293,0.003284145,0.001065396,0.01094096,0.0007610084,0.00008748346,0.002144036],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09861434,"threshold_uncertainty_score":0.5215287,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.093688640938036,"score_gpt":0.3837702616355423,"score_spread":0.2900816206975063,"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."}}