{"id":"W4220982529","doi":"10.5744/rhm.3005","title":"Creating Choice and Building Consensus","year":2022,"lang":"en","type":"article","venue":"Rhetoric of Health & Medicine","topic":"Male Reproductive Health Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Rhetoric; Public relations; Stigma (botany); Popularity; Curriculum; Social policy; Political science; Medicine; Public administration; Law","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.006556144,0.0001885932,0.0009282157,0.0002372621,0.003228403,7.133398e-7,0.0001351888,0.00005097652,0.0005800683],"category_scores_gemma":[0.003535828,0.0001623084,0.00002700197,0.0005861964,0.0002153458,0.0000254055,0.0002799643,0.0009610122,0.000004338801],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006511186,"about_ca_system_score_gemma":0.0007805018,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006279435,"about_ca_topic_score_gemma":0.00005510747,"domain_scores_codex":[0.9949915,0.001647207,0.001464476,0.0005015504,0.0006261644,0.0007691251],"domain_scores_gemma":[0.9945831,0.003359,0.001168623,0.0004070959,0.0002350382,0.0002470932],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001821518,0.000213243,0.714528,0.01353608,0.0001381979,0.00001305594,0.06683983,0.00003857503,0.001042071,0.02587031,0.1269354,0.05066311],"study_design_scores_gemma":[0.00322667,0.001386172,0.3014217,0.001066061,0.00004505477,0.00003456254,0.03242741,0.0001479547,0.000006784603,0.0005650771,0.6594282,0.0002443678],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7780454,0.07107478,0.0001809548,0.1246538,0.005260804,0.003019934,0.00003843455,0.0002140511,0.01751183],"genre_scores_gemma":[0.9907275,0.0009603056,0.0009943097,0.003789182,0.001292406,0.0002996719,0.000007533291,0.00003808105,0.001891044],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5324928,"threshold_uncertainty_score":0.9980693,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1173738299437942,"score_gpt":0.4798584848784419,"score_spread":0.3624846549346477,"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."}}