{"id":"W165097414","doi":"10.1097/fch.0b013e31829c96b4","title":"Faithful Five","year":2013,"lang":"en","type":"article","venue":"Family & Community Health","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Terry Fox Research Institute","funders":"","keywords":"Photovoice; Faith; Participatory action research; Community-based participatory research; Childhood obesity; Qualitative research; Citizen journalism; Sociology; African american; Public health; Gender studies; Psychology; Political science; Medicine; Anthropology; Visual arts; Nursing; Obesity; Art","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":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.009480722,0.0001092116,0.0002451308,0.00009722026,0.002755478,0.00012637,0.0008392597,0.00008864084,0.0004218981],"category_scores_gemma":[0.002631729,0.000109092,0.00005891475,0.0004707758,0.0005555076,0.0003561642,0.000234225,0.001028989,0.001184306],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005342038,"about_ca_system_score_gemma":0.001531358,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7967184,"about_ca_topic_score_gemma":0.1077273,"domain_scores_codex":[0.9844394,0.01365571,0.0002702411,0.0001355919,0.0006111059,0.0008879751],"domain_scores_gemma":[0.9964545,0.001749938,0.00009711964,0.0006832414,0.0002318939,0.0007832457],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.00004024494,0.001456103,0.1650551,0.0002244979,0.00007647622,0.000005334922,0.3448607,0.00001400323,0.001289348,0.07117338,0.2479288,0.1678761],"study_design_scores_gemma":[0.0002335942,0.0002680862,0.7795689,0.00004592931,0.000002266371,2.024777e-7,0.07114234,0.0001370527,0.0000231024,0.006476457,0.1419334,0.0001687275],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9094235,0.0002291451,0.0004755149,0.004341306,0.000169405,0.0005895906,0.000007350557,0.000164116,0.08460008],"genre_scores_gemma":[0.9899756,0.0002085607,0.003069954,0.004639419,0.0001014988,0.00009318579,0.0000043562,0.0000146524,0.001892774],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6889911,"threshold_uncertainty_score":0.9995934,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.7183371313234558,"score_gpt":0.6691023400204291,"score_spread":0.04923479130302666,"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."}}