{"id":"W6906426287","doi":"10.17613/ha7e1-66r27","title":"Art/Architecture Librarians and Visual Resource Professionals Compensation Survey","year":2005,"lang":"en","type":"report","venue":"Knowledge Commons (Lakehead University)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Compensation (psychology); Resource (disambiguation); Subject matter; Subject (documents); Representation (politics); Focus (optics); Focus group; Resource management (computing)","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","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.002078502,0.001183589,0.001591136,0.004185404,0.001043178,0.000213456,0.00111499,0.001522453,0.0005836149],"category_scores_gemma":[0.0007138505,0.001314717,0.000377696,0.003567051,0.0007359583,0.0005443562,0.001534894,0.002568839,0.002079719],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001560999,"about_ca_system_score_gemma":0.004011467,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001750422,"about_ca_topic_score_gemma":0.2709693,"domain_scores_codex":[0.9920537,0.003406648,0.0007824826,0.00154083,0.001193828,0.00102244],"domain_scores_gemma":[0.994255,0.00170045,0.0008984845,0.00110212,0.001315881,0.000728083],"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":[0.0008082403,0.002004388,0.06630636,0.0006469767,0.0007742986,0.0003595855,0.001747536,0.00004884702,0.0001647394,0.002181379,0.9051987,0.01975893],"study_design_scores_gemma":[0.001163313,0.0001227851,0.1943298,0.0009278331,0.0003015525,0.0001242441,0.00009752432,0.00004733079,0.00002133336,0.00001630632,0.8017839,0.001064073],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.06277192,0.002777223,0.0003631763,0.0005010525,0.0008158759,0.001580885,0.002906484,0.0009827182,0.9273007],"genre_scores_gemma":[0.3973534,0.0000278906,0.00009497545,0.00001258852,0.001181907,0.000007666364,0.0106398,0.0005529791,0.5901288],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3371719,"threshold_uncertainty_score":0.9997738,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05768576227628175,"score_gpt":0.3009485550116371,"score_spread":0.2432627927353554,"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."}}