{"id":"W4242166222","doi":"10.1002/ss.20237","title":"Issue Information","year":2018,"lang":"en","type":"paratext","venue":"New Directions for Student Services","topic":"Gender Diversity and Inequality","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Citation; Computer science; World Wide Web; Internet privacy; 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":["sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0004170447,0.0001775093,0.0002336227,0.0001790177,0.001744613,0.0004175405,0.00060401,0.0003333146,0.008403528],"category_scores_gemma":[0.00001906151,0.000192663,0.0001583681,0.0003136767,0.00007128893,0.000877397,0.000115367,0.0001338806,0.02338654],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001931893,"about_ca_system_score_gemma":0.000285191,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.03405181,"about_ca_topic_score_gemma":0.02462942,"domain_scores_codex":[0.9985993,0.00009530102,0.00026964,0.000222128,0.0004944768,0.0003191478],"domain_scores_gemma":[0.9989393,0.00006673227,0.0002541468,0.0002218823,0.0003619078,0.0001560601],"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":[0.00001151229,0.00005143616,0.0001558181,0.0001574354,0.0001020587,3.335171e-8,0.05276053,0.000006535028,3.836016e-7,0.0006163305,0.9429535,0.003184418],"study_design_scores_gemma":[0.0002283152,0.00005129337,0.0005154259,0.00004403674,0.00008134639,8.074855e-8,0.02709893,0.000002573506,0.00001156925,0.0001549646,0.9716082,0.0002032675],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001015309,0.0004933819,0.0005447738,0.002078311,0.02121646,0.001024696,0.000355591,0.0001578871,0.9731136],"genre_scores_gemma":[0.002439793,0.002174208,0.000493841,0.001407251,0.006242243,0.00008109993,0.0009947795,0.00001696013,0.9861498],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.02865468,"threshold_uncertainty_score":0.999555,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05124818219069667,"score_gpt":0.3622545921208915,"score_spread":0.3110064099301948,"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."}}