{"id":"W2598371210","doi":"10.18452/1316","title":"Workers and Libraries","year":2008,"lang":"en","type":"article","venue":"edoc Publication server (Humboldt University of Berlin)","topic":"Library Science and Administration","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Outreach; Quarter (Canadian coin); Public relations; Work (physics); Library science; Service (business); Political science; Relation (database); Sociology; Business; Engineering; History; Marketing; Law; Computer 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":[],"consensus_categories":[],"category_scores_codex":[0.0002308127,0.00005545849,0.00009481333,0.00009218465,0.0007485044,0.00008538577,0.0002986011,0.00007044471,0.0005704565],"category_scores_gemma":[0.00005879135,0.00006690356,0.00003726177,0.0004896316,0.0007386075,0.004415521,0.00005592096,0.00005676493,0.00003543234],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001677665,"about_ca_system_score_gemma":0.0004972599,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001059081,"about_ca_topic_score_gemma":0.0003155244,"domain_scores_codex":[0.9992244,0.00008100448,0.00009909047,0.0001824499,0.0002675694,0.0001455201],"domain_scores_gemma":[0.9994103,0.0000569963,0.0001135881,0.0001480355,0.0001328129,0.0001382752],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003501606,0.000125307,0.5487165,0.00001526548,0.00002630721,0.000007087163,0.04536162,0.000005080774,0.00008044561,0.3285526,0.07343892,0.003635771],"study_design_scores_gemma":[0.000300434,0.00003962,0.4175485,0.00001007749,0.000009878566,0.000002013555,0.01617464,0.00003814084,0.0001264802,0.001675215,0.5639184,0.0001566256],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9229831,0.00006437136,0.0001837957,0.01448344,0.00009717023,0.0001281841,0.000005590525,0.00009262864,0.06196174],"genre_scores_gemma":[0.9721521,0.0001710503,0.001411153,0.0001879752,0.00006095598,1.313671e-7,0.00002469967,0.000002792386,0.02598915],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4904794,"threshold_uncertainty_score":0.6246098,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03069205039795768,"score_gpt":0.2337613592045671,"score_spread":0.2030693088066094,"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."}}