{"id":"W4405942868","doi":"10.35844/001c.126978","title":"Conductor and Cobbler: Leadership Lessons From Large-Scale Research Partnership Facilitation","year":2024,"lang":"en","type":"article","venue":"Journal of Participatory Research Methods","topic":"Health and Medical Research Impacts","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Brandon University","funders":"","keywords":"General partnership; Facilitation; Scale (ratio); Political science; Public relations; Management; Geography; Economics; Law; Cartography","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","research_integrity"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.1210939,0.000184446,0.0006629923,0.001286338,0.0003649713,0.0002184773,0.0002718355,0.0003110116,0.0008582976],"category_scores_gemma":[0.1712572,0.0001339332,0.0001665413,0.001405299,0.001243937,0.0004263417,0.0001472439,0.004825464,0.0001443134],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000586596,"about_ca_system_score_gemma":0.01007796,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008637524,"about_ca_topic_score_gemma":0.00003210767,"domain_scores_codex":[0.9794418,0.0123511,0.0009734452,0.0004851166,0.004025428,0.002723145],"domain_scores_gemma":[0.9625712,0.02451683,0.00009928887,0.0005163969,0.002439192,0.009857075],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00404813,0.001173695,0.01030237,0.004526799,0.0006881821,0.003231413,0.04488755,0.000003274376,0.1888275,0.003854004,0.3410099,0.3974472],"study_design_scores_gemma":[0.004390032,0.00634148,0.0204159,0.005334928,0.0001942502,0.0002851007,0.05318166,0.005855323,0.04557887,0.01400484,0.8440599,0.0003576456],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.838315,0.03324428,0.00693523,0.1178871,0.000597863,0.0009886337,0.00005196856,0.00006161368,0.001918248],"genre_scores_gemma":[0.973785,0.001688004,0.0187659,0.001041973,0.001537003,0.00007407187,0.00001066371,0.0000594018,0.003037916],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5030501,"threshold_uncertainty_score":0.9974704,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.9483573704238776,"score_gpt":0.743921274068494,"score_spread":0.2044360963553836,"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."}}