{"id":"W4280522018","doi":"10.1177/00178969221099213","title":"Methodological reflections on the use of photovoice in school health research","year":2022,"lang":"en","type":"article","venue":"Health Education Journal","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Photovoice; Reflexivity; Context (archaeology); Conversation; Feeling; Nova scotia; Sociology; Photo elicitation; Qualitative research; Pedagogy; Psychology; Medical education; Medicine; Social psychology; Social science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","sts","research_integrity","insufficient_payload"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.1057058,0.00005808298,0.0001936846,0.000568667,0.004507888,0.0000956549,0.0003940194,0.00003316723,0.002465939],"category_scores_gemma":[0.05598567,0.00004551295,0.00005187983,0.002151301,0.000299523,0.0001653798,0.00007662532,0.00234315,0.00001602145],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002950665,"about_ca_system_score_gemma":0.03190193,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008439059,"about_ca_topic_score_gemma":0.001440066,"domain_scores_codex":[0.9122683,0.08443712,0.000605861,0.0001939667,0.001707416,0.0007872981],"domain_scores_gemma":[0.9884294,0.009689014,0.0003317827,0.0002382768,0.0004038779,0.0009075991],"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":[0.000516629,0.003818492,0.01669773,0.00008123802,0.00002764259,0.000004757727,0.1847826,0.0009626612,0.0005510902,0.1968965,0.4789805,0.1166802],"study_design_scores_gemma":[0.0001202682,0.0007287547,0.03157698,0.00005282499,6.904698e-7,0.00001024845,0.06576864,0.00003311921,0.00002394797,0.008025966,0.8936076,0.00005097665],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.4656571,0.001046128,0.00101694,0.5239292,0.002091138,0.001853258,0.00001154466,0.00002874617,0.004366052],"genre_scores_gemma":[0.9293306,0.00223366,0.03329762,0.02972713,0.001001403,0.0009267235,0.000002835041,0.00002707027,0.003452958],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.494202,"threshold_uncertainty_score":0.9999585,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.992180165778373,"score_gpt":0.840214734827159,"score_spread":0.151965430951214,"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."}}