{"id":"W2168230116","doi":"","title":"One resident, thirty-five cameras: Sharing the stories of Inuvik youth","year":2011,"lang":"en","type":"article","venue":"UBC Faculty of Medicine medical journal","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Novella; Photography; Medicine; Visual arts; Art; Literature","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.02144459,0.0001461783,0.0005612404,0.0001720293,0.000517495,0.00001727079,0.001478005,0.0001850218,0.003226842],"category_scores_gemma":[0.03915728,0.00008825507,0.0001292051,0.0004955737,0.005101717,0.0002145873,0.0002201136,0.001191842,0.00001001376],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001241337,"about_ca_system_score_gemma":0.001091089,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0126498,"about_ca_topic_score_gemma":0.00128603,"domain_scores_codex":[0.9918036,0.001658771,0.0009125732,0.0002110717,0.004811548,0.0006024092],"domain_scores_gemma":[0.9966084,0.0009202997,0.0005509385,0.0002788639,0.0007053059,0.0009362042],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002798865,0.0002327203,0.0222298,0.00006350614,0.0002733374,0.00007571267,0.9264563,0.000001107363,0.0005628077,0.01102654,0.009376335,0.02942193],"study_design_scores_gemma":[0.004194853,0.001766192,0.0920736,0.002942183,0.0004237359,0.00004357308,0.8604439,0.000116659,0.004111166,0.02239321,0.01109053,0.0004003959],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.947806,0.001218406,0.002488889,0.01286915,0.0009747491,0.0003204802,0.00001767585,0.00003708616,0.03426754],"genre_scores_gemma":[0.9958168,0.0006411765,0.0009845942,0.0003682914,0.00124284,0.000005260953,0.000002237142,0.00001429534,0.0009244853],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06984381,"threshold_uncertainty_score":0.9976844,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.6609734023378917,"score_gpt":0.5906030005708127,"score_spread":0.07037040176707898,"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."}}