{"id":"W4285141322","doi":"10.7202/1088798ar","title":"Promesses et défis de mise en oeuvre de la méthode photovoix auprès de jeunes vulnérables","year":2022,"lang":"fr","type":"article","venue":"Recherches qualitatives","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Humanities; Art; Political science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","insufficient_payload"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.1697864,0.0004390907,0.0006689479,0.0002708804,0.0009271367,0.000296618,0.001220219,0.0005290025,0.00125239],"category_scores_gemma":[0.09285633,0.0004845227,0.0003126157,0.001609736,0.002237693,0.0007644086,0.0004353543,0.002219289,0.00006168462],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.005817041,"about_ca_system_score_gemma":0.007280061,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01201853,"about_ca_topic_score_gemma":0.0007794672,"domain_scores_codex":[0.6943766,0.3012714,0.0006636256,0.0006617495,0.001224458,0.001802129],"domain_scores_gemma":[0.8955168,0.1026172,0.0003802726,0.0004051812,0.000243698,0.0008368535],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002358992,0.0009618636,0.004701346,0.0004578223,0.0002622379,0.0001311552,0.8418826,0.0002980093,0.02349816,0.1123318,0.003930431,0.01130866],"study_design_scores_gemma":[0.0005749006,0.0005622325,0.005642616,0.0002256261,0.0001198352,0.00002442377,0.3746522,0.0006421681,0.009128919,0.3079766,0.2998135,0.0006369455],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.9018406,0.02585912,0.02491188,0.02664506,0.0004587551,0.0008739295,0.0002186668,0.0002467834,0.01894518],"genre_scores_gemma":[0.3187943,0.007405613,0.5679103,0.002637885,0.0007317769,0.001817314,0.00001414013,0.0002149608,0.1004737],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5830463,"threshold_uncertainty_score":0.9997606,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.7805282603730375,"score_gpt":0.6759473517116656,"score_spread":0.1045809086613718,"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."}}