{"id":"W4401705146","doi":"10.1080/14729679.2024.2393133","title":"Monkey bars and medical masks: a photo-voice study of children’s playground safety in British Columbia, Canada","year":2024,"lang":"en","type":"article","venue":"Journal of Adventure Education & Outdoor Learning","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Child safety; Psychology; Engineering","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.001323393,0.0005356817,0.0006147596,0.001368492,0.01347168,0.003143475,0.001546124,0.0009929612,0.003649415],"category_scores_gemma":[0.00278074,0.0006743653,0.0003010942,0.002114963,0.004136044,0.0008861025,0.002225117,0.001892352,0.0002626224],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03452162,"about_ca_system_score_gemma":0.02930675,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9745097,"about_ca_topic_score_gemma":0.9939796,"domain_scores_codex":[0.9979249,0.0004765134,0.00005138483,0.0002185173,0.000403933,0.0009247471],"domain_scores_gemma":[0.9978961,0.0005906761,0.0002745102,0.00005552125,0.0006513977,0.0005317355],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00005378935,0.0001317393,0.04881191,0.00009410518,0.000008936364,0.001222969,0.9408402,0.00005104401,0.001181273,0.0003623191,0.00106833,0.006173305],"study_design_scores_gemma":[0.000002526342,0.00003474975,0.04470335,0.00006013003,0.000004549819,0.0000911024,0.9513877,0.00003684533,0.0001065947,0.0000234006,0.003535805,0.00001323531],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9952349,0.000206101,0.0001012804,0.0003136446,0.00001007308,0.00005242633,0.0001428298,0.000003257089,0.003935425],"genre_scores_gemma":[0.9969406,0.0003254102,0.0001628199,0.0001637389,0.000003891115,0.00005192351,0.00007180418,0.000007750282,0.002272108],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03452162,"threshold_uncertainty_score":0.2504731,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06735641157176879,"score_gpt":0.4785301322230245,"score_spread":0.4111737206512557,"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."}}