{"id":"W4413103466","doi":"10.55016/ojs/tsw.v3i1.80078","title":"Using photo-voice to understand factors affecting mental health at a high school in China","year":2025,"lang":"en","type":"article","venue":"Transformative Social Work","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Wilfrid Laurier University","funders":"","keywords":"China; Mental health; Psychology; Geography; 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":[0.001806478,0.0003935964,0.0002665157,0.001215764,0.00520626,0.001371325,0.0008284856,0.0009041396,0.002674639],"category_scores_gemma":[0.001618905,0.0002600369,0.0002957081,0.0009362057,0.00271192,0.001495032,0.0018577,0.001009469,0.0001398202],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004052717,"about_ca_system_score_gemma":0.003766049,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03175257,"about_ca_topic_score_gemma":0.09102357,"domain_scores_codex":[0.9989988,0.0005280405,0.00002208095,0.00009245811,0.0001104787,0.0002481553],"domain_scores_gemma":[0.9990262,0.0004498089,0.0001441502,0.0000446224,0.000090242,0.0002450581],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00007248,0.0003130303,0.06490602,0.0002050143,0.0000133681,0.001331253,0.900064,0.00012425,0.004912425,0.001165625,0.0009288949,0.02596366],"study_design_scores_gemma":[0.000009421658,0.0001842511,0.07129954,0.00007329933,0.00001273516,0.0001894863,0.921446,0.0003689317,0.0008080511,0.0003366467,0.005250839,0.00002090713],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9970413,0.000113032,0.0003661596,0.0007945421,0.000008744244,0.00004416182,0.00002204172,0.000005289852,0.00160467],"genre_scores_gemma":[0.997908,0.0001409387,0.0005363206,0.0001737495,0.000005519983,0.00003656353,0.00002225954,0.000002549131,0.001174098],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03175257,"threshold_uncertainty_score":0.06313545,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4148670716398936,"score_gpt":0.6041843832471647,"score_spread":0.1893173116072712,"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."}}