{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.2553005,0.00180954,0.001995601,0.01232881,0.009257021,0.009589827,0.003469724,0.003926833,0.004981802],"category_scores_gemma":[0.2106848,0.001884128,0.001342515,0.01009427,0.01491878,0.00745344,0.02227382,0.005003993,0.001006132],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01133434,"about_ca_system_score_gemma":0.05242294,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006804312,"about_ca_topic_score_gemma":0.01431345,"domain_scores_codex":[0.4868686,0.4583546,0.01091262,0.007961948,0.03059041,0.005311895],"domain_scores_gemma":[0.7078264,0.2268293,0.006403346,0.01502208,0.03962919,0.004289817],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0004236123,0.0004874599,0.001641644,0.005478237,0.0002730048,0.00113087,0.3938186,0.007373785,0.005011627,0.1438888,0.01251697,0.4279553],"study_design_scores_gemma":[0.0003670376,0.001470104,0.003378245,0.01081756,0.0001558805,0.001229832,0.2820394,0.02752807,0.008682731,0.3773168,0.2862436,0.0007707048],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.03589277,0.001562249,0.8744645,0.009538265,0.000788666,0.03090847,0.0002020666,0.0004859764,0.04615701],"genre_scores_gemma":[0.1809835,0.001304533,0.7804081,0.001838155,0.0001776511,0.03032984,0.0001409228,0.0001685298,0.00464877],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.7446995,"threshold_uncertainty_score":0.9183471,"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."}}