{"id":"W3131482635","doi":"","title":"Guides: Women's Studies: Finding Scholarly Publications","year":2015,"lang":"en","type":"libguides","venue":"","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"History","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","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0033844,0.0004470589,0.0006474852,0.0008378595,0.001345782,0.01605012,0.002368743,0.0003319354,0.003904127],"category_scores_gemma":[0.006411578,0.0003742585,0.000160855,0.0002055159,0.0003651211,0.01008746,0.000661168,0.001680835,0.0009157996],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001003266,"about_ca_system_score_gemma":0.0007567187,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003011535,"about_ca_topic_score_gemma":0.000720575,"domain_scores_codex":[0.9968517,0.000295059,0.0008525676,0.0005415794,0.0008561765,0.0006029575],"domain_scores_gemma":[0.9931337,0.0004844069,0.0005327263,0.001794388,0.00377862,0.0002762079],"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":[0.000002169507,0.00004358066,0.00001085796,0.00005288048,0.0002217097,6.160064e-7,0.04166591,4.526179e-7,5.141094e-7,0.1834129,0.7733939,0.001194489],"study_design_scores_gemma":[0.0001932564,0.0000614279,0.000005083229,0.0001566895,0.00004738689,0.000001992969,0.05465784,0.000007158431,5.756044e-7,0.02106805,0.9233666,0.0004339115],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0009514387,0.01106315,0.000009608862,0.01124607,0.003787949,0.0003418637,0.0003141152,0.0009805276,0.9713053],"genre_scores_gemma":[0.004797749,0.001545968,0.0006431754,0.002969416,0.003871748,0.000465906,0.001548947,0.0001114098,0.9840457],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1623448,"threshold_uncertainty_score":0.9999543,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2345511724368653,"score_gpt":0.3428333489263744,"score_spread":0.1082821764895091,"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."}}