{"id":"W2790203345","doi":"10.1177/1609406918757631","title":"Thinking Critically About Photovoice","year":2018,"lang":"en","type":"article","venue":"International Journal of Qualitative Methods","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":400,"is_retracted":false,"has_abstract":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Photovoice; Critically ill; Sociology; Psychology; Medicine; Intensive care medicine; Economics; Economic growth","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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.0789016,0.0001155879,0.0002823884,0.0003359423,0.0003371356,0.0002389661,0.001326991,0.00008762436,0.001078486],"category_scores_gemma":[0.0767187,0.0001015806,0.0001902135,0.0003250935,0.001644159,0.00064992,0.000125603,0.0004144842,0.00005810754],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003381505,"about_ca_system_score_gemma":0.0007002542,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002624827,"about_ca_topic_score_gemma":0.00009504259,"domain_scores_codex":[0.9729919,0.0234022,0.0007414501,0.0001702268,0.00229967,0.0003945989],"domain_scores_gemma":[0.9814318,0.01038209,0.0004494427,0.0001170338,0.007286832,0.0003327542],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0003041317,0.0001660784,0.0003181742,0.000006468413,0.0003495735,0.00006167188,0.4389244,0.000001579522,0.01855619,0.4334711,0.001850618,0.10599],"study_design_scores_gemma":[0.0008163061,0.0005706826,0.001955984,0.0002171414,0.00004352069,0.00002237939,0.1200237,0.0001305094,0.03266642,0.4527275,0.3905507,0.0002751918],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.04643418,0.0002785595,0.8834924,0.007636933,0.003219373,0.0001144392,0.000007911042,0.00002776846,0.05878849],"genre_scores_gemma":[0.1888035,0.00006103935,0.806228,0.001840751,0.002383905,0.000005881026,4.122084e-7,0.00001603366,0.0006605131],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.3887001,"threshold_uncertainty_score":0.9998347,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.9395598685022888,"score_gpt":0.8277035944348805,"score_spread":0.1118562740674083,"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."}}