{"id":"W3023184082","doi":"10.1016/j.lcats.2011.03.004","title":"Reviews","year":2011,"lang":"en","type":"article","venue":"Library Collections Acquisitions and Technical Services","topic":"Library Science and Administration","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Disinvestment; CONTEST; Reproduction; Public sphere; Political science; Sociology; Public sector; Public administration; Public space; Public service; Politics; Law","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":[],"category_scores_codex":[0.0001440831,0.00008214723,0.0001089047,0.0001332369,0.001801222,0.0002830293,0.0002225942,0.00009093675,0.004801165],"category_scores_gemma":[0.000007670397,0.00007222178,0.0000531277,0.001499259,0.0002233627,0.002788404,0.00006469181,0.00008598791,0.0000540439],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000007513084,"about_ca_system_score_gemma":0.00008026513,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004235069,"about_ca_topic_score_gemma":0.0004814246,"domain_scores_codex":[0.9991871,0.00009809374,0.000197735,0.000212301,0.0001098916,0.0001949109],"domain_scores_gemma":[0.9995685,0.00004001152,0.00005715135,0.0001527079,0.00001312236,0.0001684729],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002485549,0.0003958737,0.008704487,0.00004224963,0.00001317581,0.000008891421,0.004848685,2.092785e-7,0.0003296259,0.9294143,0.05110865,0.005108986],"study_design_scores_gemma":[0.00008143381,0.0001007634,0.01094581,0.00003661643,0.00001457021,0.000009525045,0.001440056,0.00001121224,0.0001683837,0.04864658,0.9383817,0.0001633613],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.01512016,0.0007836556,0.0001961097,0.003178714,0.0001871624,0.0004174946,0.00001757879,0.000526706,0.9795724],"genre_scores_gemma":[0.9382092,0.004685815,0.01496902,0.003575003,0.0003569547,0.0001612804,0.00003635278,0.0000151914,0.03799124],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9415812,"threshold_uncertainty_score":0.9994983,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02942595447604165,"score_gpt":0.2701757066578102,"score_spread":0.2407497521817685,"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."}}