{"id":"W3159086733","doi":"10.1016/j.jglr.2022.08.004","title":"Bridging the implementation gap: Designing a course of action with Michigan Public Advisory Councils","year":2022,"lang":"en","type":"article","venue":"Journal of Great Lakes Research","topic":"Environmental Justice and Health Disparities","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Judith Reppy Institute for Peace and Conflict Studies","keywords":"Capstone; Stewardship (theology); Medical education; Program evaluation; Advisory committee; Work (physics); Public relations; Political science; Psychology; Engineering; Medicine; Computer science; Public administration","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.006803672,0.00005324966,0.0001243288,0.0001479299,0.001799127,0.00008342181,0.0002853443,0.00002078895,0.0005584039],"category_scores_gemma":[0.00007754927,0.00003741341,0.00004539318,0.0003712323,0.0003906644,0.0003851152,0.00004463965,0.0005199785,0.000001521218],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003873281,"about_ca_system_score_gemma":0.001057238,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006358367,"about_ca_topic_score_gemma":0.009034651,"domain_scores_codex":[0.9964139,0.001019791,0.0002713377,0.00008033085,0.001861632,0.0003530306],"domain_scores_gemma":[0.9988914,0.0003788878,0.0002549147,0.00008838928,0.0002813,0.0001051729],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.001504619,0.000835585,0.4660806,0.0006831061,0.0004309544,0.0001468783,0.3643269,0.00087492,0.020282,0.00981136,0.02546819,0.1095549],"study_design_scores_gemma":[0.0007626014,0.000996004,0.03795072,0.00009416367,0.00005134219,0.00005402781,0.9241738,0.00005764811,0.0009846193,0.0002875495,0.03449345,0.0000940571],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9902941,0.001138227,0.000179723,0.006671393,0.00009860472,0.0002390355,0.00001052909,0.000004405062,0.001363986],"genre_scores_gemma":[0.9977315,0.001485347,0.00007903945,0.0001212968,0.0002282135,0.00001722901,0.000002291145,0.000007980859,0.0003270976],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5598469,"threshold_uncertainty_score":0.9995004,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2016608361327322,"score_gpt":0.4493209303853051,"score_spread":0.247660094252573,"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."}}