{"id":"W4297236663","doi":"10.3389/feduc.2022.959225","title":"Youth agency in times of crisis: Exploring education and conflict in Mali through participatory visual approaches with youth","year":2022,"lang":"en","type":"article","venue":"Frontiers in Education","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"Institut écologie et environnement; McGill University","keywords":"Agency (philosophy); CONTEST; Citizen journalism; Public relations; Psychology; Sociology; Political science; Social psychology; Social science","routes":{"ca_aff":true,"ca_fund":true,"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":[0.009637551,0.0007521678,0.0006991649,0.001756844,0.01134255,0.007443591,0.001636343,0.001694018,0.002242324],"category_scores_gemma":[0.005905686,0.0005681423,0.0007010063,0.001316901,0.01006751,0.003927266,0.009529167,0.003283718,0.0002258617],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004032748,"about_ca_system_score_gemma":0.003372214,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006803792,"about_ca_topic_score_gemma":0.01785317,"domain_scores_codex":[0.9929305,0.005532225,0.0001276651,0.000259191,0.0002444791,0.000905856],"domain_scores_gemma":[0.9969759,0.001867682,0.0003432728,0.000119612,0.0001919959,0.00050161],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0000136998,0.00004273414,0.003096441,0.00006964753,0.000004287397,0.0004249525,0.990265,0.00004081914,0.0003235109,0.001490589,0.0002212674,0.004006941],"study_design_scores_gemma":[0.000002913964,0.0000312153,0.001653659,0.0000795748,0.000005261622,0.0001493282,0.9922191,0.00006021321,0.000236106,0.0004948301,0.005061325,0.000006587518],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9853526,0.0007893467,0.003295988,0.002257877,0.00006686457,0.0001859865,0.00005465567,0.00002630328,0.007970421],"genre_scores_gemma":[0.9957182,0.0005827413,0.001777911,0.0002316975,0.00001577671,0.0001911475,0.00001946121,0.0000148689,0.001448282],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01134255,"threshold_uncertainty_score":0.05096883,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.610216567624864,"score_gpt":0.5332159166945984,"score_spread":0.07700065093026554,"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."}}