{"id":"W2936837629","doi":"10.17605/osf.io/ybczx","title":"Precarity in Libraries","year":2018,"lang":"en","type":"article","venue":"Open MIND","topic":"Library Science and Administration","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Precarity; Sociology; Gender studies","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006513538,0.0003448256,0.0006334677,0.00704446,0.04000746,0.01971311,0.002692005,0.002053831,0.01675854],"category_scores_gemma":[0.02098574,0.0005099545,0.0004648289,0.01107398,0.03105639,0.009812166,0.02446,0.004340436,0.001795176],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03452044,"about_ca_system_score_gemma":0.07143248,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2765956,"about_ca_topic_score_gemma":0.3679344,"domain_scores_codex":[0.985452,0.004692745,0.0005144901,0.0007773572,0.00475682,0.003806558],"domain_scores_gemma":[0.9767488,0.005091846,0.003361178,0.002095483,0.004006249,0.008696351],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007122373,0.00006850675,0.02738895,0.0005362232,0.00001880773,0.00163793,0.743373,0.0001248813,0.0005052545,0.09385819,0.02077811,0.1116389],"study_design_scores_gemma":[0.00001144115,0.00007158841,0.05392422,0.001627247,0.00001562763,0.001286994,0.5468769,0.00009809464,0.0005187861,0.01774052,0.3777258,0.0001028049],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6108204,0.02493817,0.001153616,0.04858108,0.0006029154,0.0001523196,0.0003037295,0.0002035943,0.3132442],"genre_scores_gemma":[0.9629774,0.004824173,0.0005035538,0.002803989,0.0001656899,0.00003872581,0.00008489204,0.00007264961,0.02852893],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2765956,"threshold_uncertainty_score":0.5499712,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1046039257810376,"score_gpt":0.3818327735021986,"score_spread":0.277228847721161,"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."}}