{"id":"W4297976979","doi":"","title":"The OCLC Research Survey of Special Collections and Archives","year":2011,"lang":"en","type":"article","venue":"DOAJ (DOAJ: Directory of Open Access Journals)","topic":"Library Science and Information Systems","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Survey research; Library science; Special collections; Collections management; World Wide Web; Information retrieval; Computer science; Psychology","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":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.004062078,0.0001117415,0.0002863348,0.0007903142,0.001087926,0.002631865,0.005348459,0.00003844963,0.0006948054],"category_scores_gemma":[0.0003286279,0.00007544271,0.00005812208,0.002896221,0.0005282777,0.008260509,0.001741001,0.0002556408,0.000009572098],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001093233,"about_ca_system_score_gemma":0.0002950013,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001134316,"about_ca_topic_score_gemma":0.00008585135,"domain_scores_codex":[0.9972365,0.0007937682,0.0006987833,0.0002301198,0.0007352669,0.0003055665],"domain_scores_gemma":[0.9974297,0.001112167,0.0004736999,0.0005375259,0.0002754489,0.0001714805],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001717808,0.0001692731,0.7555951,0.0000426295,0.0000984871,0.000006205955,0.01254289,0.00001508946,0.004596609,0.01093083,0.1718982,0.04393294],"study_design_scores_gemma":[0.0001487527,0.00002084379,0.9656091,0.00006456204,0.000001400921,0.00001058479,0.000353217,0.0006320123,0.008891116,0.01315934,0.01099263,0.000116453],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5624744,0.004693887,0.008314183,0.0003940456,0.002504659,0.001086966,0.00004643598,0.00004848547,0.4204369],"genre_scores_gemma":[0.9924303,0.004089886,0.0005815704,0.00007290814,0.0001742909,0.00001892899,0.00000142191,0.0000082723,0.002622425],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4299558,"threshold_uncertainty_score":0.9984035,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5738893953273915,"score_gpt":0.5616459206789707,"score_spread":0.01224347464842079,"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."}}