{"id":"W2917703141","doi":"10.15402/esj.v5i1.67847","title":"Integrating Delphi Consensus Consultation and Community- Based Participatory Research","year":2019,"lang":"en","type":"article","venue":"Engaged Scholar Journal Community-Engaged Research Teaching and Learning","topic":"Delphi Technique in Research","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Core Research for Evolutional Science and Technology; Canadian Institutes of Health Research","keywords":"Community-based participatory research; Participatory action research; Delphi method; Delphi; Citizen journalism; Sociology; Medical education; Medicine; Computer science; World Wide Web","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","sts","scholarly_communication","research_integrity"],"consensus_categories":["metaresearch","sts"],"category_scores_codex":[0.9611926,0.0003252942,0.0005139987,0.001898733,0.6423263,0.003306371,0.001496967,0.0004659582,0.0001460862],"category_scores_gemma":[0.895761,0.0003211297,0.000108841,0.001313307,0.002784123,0.0009067034,0.0009516499,0.8191987,0.00006513654],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006422179,"about_ca_system_score_gemma":0.001066863,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01114682,"about_ca_topic_score_gemma":0.001206172,"domain_scores_codex":[0.125079,0.8694225,0.0006904347,0.000345696,0.002809331,0.001653095],"domain_scores_gemma":[0.453674,0.5430135,0.0001950094,0.0006521224,0.001728834,0.0007365146],"domain_codex":"methods","domain_gemma":"methods","domain_candidate":"methods","domain_consensus":"methods","study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001990602,0.000306361,0.009063588,0.0001713369,0.00006789101,0.00005130321,0.9457668,0.0001376666,0.01969858,0.0005520078,0.001017281,0.02296812],"study_design_scores_gemma":[0.00126608,0.0008511814,0.002611183,0.0008007323,0.00001190032,0.00005463023,0.9531075,0.001631653,0.0001800613,0.001227432,0.03793942,0.0003181949],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9786415,0.0006350761,0.0002752889,0.002521156,0.0001486537,0.0009088944,0.0000038409,0.0002824113,0.01658325],"genre_scores_gemma":[0.9914913,0.000308957,0.006164063,0.0001305844,0.0001903549,0.00005626578,0.0000144127,0.00008667124,0.001557446],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8187327,"threshold_uncertainty_score":0.9999297,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.494594670229864,"score_gpt":0.5282760395013565,"score_spread":0.03368136927149246,"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."}}