{"id":"W6907722919","doi":"10.25384/sage.c.6682670.v1","title":"A Systematic Methods Review of Photovoice Research with Indigenous Young People","year":2023,"lang":"en","type":"other","venue":"Sage Journals Data","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Photovoice; Indigenous; Aotearoa; Participatory action research; Community-based participatory research; Focus group; Qualitative research; Participant observation; Ethnography; Autonomy","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.03158207,0.002346548,0.008178077,0.03202009,0.002982041,0.005237378,0.003683433,0.003751106,0.007607108],"category_scores_gemma":[0.1115448,0.001887355,0.006829277,0.02859766,0.002241977,0.006206872,0.004696272,0.002244696,0.000936046],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01341557,"about_ca_system_score_gemma":0.05588397,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01848767,"about_ca_topic_score_gemma":0.05365492,"domain_scores_codex":[0.9647375,0.0142169,0.01311035,0.001757723,0.005273867,0.0009037128],"domain_scores_gemma":[0.9270507,0.05036573,0.009252143,0.001549359,0.01095726,0.0008248469],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.00006712094,0.0000174512,0.0003323089,0.95375,0.0009491685,0.0001968986,0.001783165,0.00008139911,0.000222649,0.0008017355,0.002734741,0.03906327],"study_design_scores_gemma":[0.00003632501,0.0000565283,0.0007146143,0.9680225,0.003963153,0.0001670214,0.001066329,0.00002520995,0.00008220686,0.000319566,0.02552679,0.00001988132],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001678981,0.9848535,0.001609395,0.001231859,0.000566824,0.006896826,0.001355477,0.00003038331,0.001776705],"genre_scores_gemma":[0.01021315,0.9700533,0.005041278,0.001214768,0.0001195539,0.01209585,0.0007087273,0.00001717849,0.000536153],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9684179,"threshold_uncertainty_score":0.167024,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.248601659256947,"score_gpt":0.5045409353325099,"score_spread":0.2559392760755628,"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."}}