{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.01203,0.0003167094,0.0006712884,0.01915091,0.00463223,0.003785474,0.002300343,0.0007221379,0.008007178],"category_scores_gemma":[0.04262795,0.0004346657,0.0003579362,0.04553912,0.001531284,0.002624694,0.00341142,0.0007882392,0.002928926],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02545543,"about_ca_system_score_gemma":0.04748271,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.6938598,"about_ca_topic_score_gemma":0.7159119,"domain_scores_codex":[0.9800214,0.002405588,0.002916411,0.001096644,0.01079107,0.002768963],"domain_scores_gemma":[0.8744493,0.01164164,0.02451551,0.005124459,0.07361275,0.01065636],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000155731,0.0001575613,0.6410998,0.001404323,0.00005570746,0.0001585719,0.01222681,0.0001649964,0.0007387961,0.003000096,0.2525325,0.08830511],"study_design_scores_gemma":[0.00001243642,0.00004468645,0.7169698,0.0004935329,0.00002505712,0.0001049048,0.02565012,0.0001300548,0.0006543301,0.000178439,0.2556709,0.00006575444],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5680044,0.005102373,0.001573103,0.00960432,0.0002407559,0.003628937,0.2968557,0.0008375507,0.1141528],"genre_scores_gemma":[0.7594333,0.009655206,0.006209163,0.005555236,0.0003231005,0.005486711,0.171814,0.0003794453,0.04114376],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9962145,"threshold_uncertainty_score":0.6158863,"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."}}