{"id":"W4220789687","doi":"10.12688/hrbopenres.13290.2","title":"Children as innovators: harnessing the creative expertise of children to address practical and psychosocial challenges of the coronavirus disease 2019 (COVID-19) pandemic – COVISION study protocol","year":2022,"lang":"en","type":"preprint","venue":"HRB Open Research","topic":"Early Childhood Education and Development","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Windsor; University of Alberta","funders":"Economic and Social Research Council; Irish Research Council","keywords":"Coronavirus disease 2019 (COVID-19); Pandemic; Psychosocial; 2019-20 coronavirus outbreak; Coronavirus; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Disease; Virology; Medicine; Infectious disease (medical specialty); Psychiatry","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":[0.03298289,0.001795859,0.001935982,0.001667755,0.007403585,0.005867332,0.004825403,0.005384966,0.07675322],"category_scores_gemma":[0.03241296,0.002166879,0.002344138,0.001090843,0.004566384,0.004723872,0.007548163,0.01115719,0.01290493],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005823647,"about_ca_system_score_gemma":0.0404922,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006084748,"about_ca_topic_score_gemma":0.01714968,"domain_scores_codex":[0.9861312,0.008712163,0.001031193,0.001077563,0.0009025102,0.002145393],"domain_scores_gemma":[0.9761929,0.007973556,0.001675622,0.002758987,0.00534984,0.006049131],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.04643726,0.02965499,0.01558444,0.0581686,0.0005456863,0.003042482,0.1792749,0.001889214,0.004220456,0.04620887,0.3101656,0.3048075],"study_design_scores_gemma":[0.06549674,0.01466426,0.02505277,0.03237434,0.0005281022,0.0006378997,0.1319737,0.001087095,0.004125663,0.028391,0.6951919,0.0004764199],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.02103932,0.0008061824,0.003911629,0.004054756,0.0008503675,0.9494017,0.005849283,0.0000964667,0.01399024],"genre_scores_gemma":[0.007375495,0.0002537467,0.002931216,0.0009682885,0.00005334324,0.9861042,0.0003524122,0.000008846229,0.001952427],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.07675322,"threshold_uncertainty_score":0.2567651,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3774641674116004,"score_gpt":0.5945808797337143,"score_spread":0.2171167123221139,"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."}}