{"id":"W2401353831","doi":"10.15212/fmch.2016.0103","title":"Conversations in accountability: Perspectives from three charities","year":2016,"lang":"en","type":"article","venue":"Family Medicine and Community Health","topic":"Global Maternal and Child Health","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"","keywords":"Accountability; Political science; Psychology; Sociology; Public administration; Law","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":[],"consensus_categories":[],"category_scores_codex":[0.0007540131,0.0001271379,0.0004205559,0.0001050794,0.0002714571,0.000004733593,0.0001011303,0.00005856296,0.0001307141],"category_scores_gemma":[0.0001755932,0.00007646283,0.00002405958,0.0001241241,0.000325305,0.00008494443,0.00006550246,0.0004863441,0.00001287501],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002311476,"about_ca_system_score_gemma":0.0002357054,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1753517,"about_ca_topic_score_gemma":0.02199225,"domain_scores_codex":[0.9987682,0.0002968467,0.0003173124,0.0001561573,0.0002006382,0.0002608339],"domain_scores_gemma":[0.9987535,0.0004716553,0.00006842926,0.0003864166,0.00008081973,0.0002391626],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002068771,0.0003210392,0.951271,0.0002331765,0.00002739516,0.00000519358,0.02887327,2.55311e-8,0.000335746,0.003092272,0.0023859,0.0132481],"study_design_scores_gemma":[0.002374002,0.0007583002,0.9194715,0.001082507,0.00001215461,0.000009201583,0.06637413,0.000004825265,0.000003071392,0.006579051,0.003264682,0.00006659365],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9293686,0.004120265,0.00006350829,0.06319814,0.0001003572,0.0002833555,0.00004950077,0.00004685812,0.002769391],"genre_scores_gemma":[0.9824544,0.004632877,0.00007970245,0.01256191,0.0001713378,0.000009987794,0.00001890072,0.000008107346,0.00006281544],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1533595,"threshold_uncertainty_score":0.9958538,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09376885262147913,"score_gpt":0.3624228749072685,"score_spread":0.2686540222857894,"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."}}