{"id":"W4214561614","doi":"10.1002/ir.20334","title":"Issue Information","year":2020,"lang":"en","type":"paratext","venue":"New Directions for Institutional Research","topic":"Healthcare Systems and Practices","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Citation; Computer science; World Wide Web; Library science","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":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.003495082,0.0002652308,0.0004750634,0.0008229281,0.005856131,0.0001100824,0.0004137248,0.001044745,0.01949779],"category_scores_gemma":[0.007599833,0.0002479361,0.0001767051,0.001188794,0.0001633022,0.001058417,0.0001430228,0.003841846,0.2113024],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001279234,"about_ca_system_score_gemma":0.01861014,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01005786,"about_ca_topic_score_gemma":0.0009040476,"domain_scores_codex":[0.9947136,0.001554968,0.00106319,0.0004353233,0.001276901,0.0009560317],"domain_scores_gemma":[0.9923184,0.003897293,0.000367661,0.0003960534,0.002374963,0.0006456537],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001560034,0.00002139384,0.000009317264,0.001622623,0.00006585482,8.269668e-7,0.001131469,0.00003190689,0.000008041325,0.02097702,0.9430782,0.0328973],"study_design_scores_gemma":[0.0005773812,0.0001477135,0.00005916401,0.0005880835,0.00001468056,0.000003942643,0.0009155172,0.00006367113,0.000009234412,0.0003931598,0.9970177,0.0002097536],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00001340015,0.001735948,0.003606086,0.03502309,0.02360873,0.004211521,0.001918175,0.0001186757,0.9297644],"genre_scores_gemma":[0.001245861,0.002605225,0.001250567,0.001815081,0.01875096,0.003033818,0.003965749,0.00005079115,0.9672819],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1918046,"threshold_uncertainty_score":0.9999973,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.429531852308507,"score_gpt":0.621021846000317,"score_spread":0.1914899936918099,"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."}}