{"id":"W4293083096","doi":"10.18665/sr.316793","title":"Streaming Media Licensing and Purchasing Practices at Academic Libraries: Survey Results","year":2022,"lang":"en","type":"report","venue":"","topic":"Library Collection Development and Digital Resources","field":"Computer Science","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"License; Mainstream; Purchasing; Business; Marketing; World Wide Web; Computer science; Political 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.004491699,0.0001815624,0.0004487633,0.002880347,0.001186611,0.002502871,0.0007568377,0.0004057113,0.003354474],"category_scores_gemma":[0.01353616,0.0002793409,0.0005113734,0.008707823,0.000786846,0.002033092,0.001458238,0.0007321889,0.001336806],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003365597,"about_ca_system_score_gemma":0.006076952,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2106078,"about_ca_topic_score_gemma":0.314859,"domain_scores_codex":[0.9965597,0.0007195395,0.0005292437,0.0002272083,0.001378326,0.0005859784],"domain_scores_gemma":[0.9780965,0.004922119,0.005295509,0.0008220691,0.008462721,0.002401005],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005001944,0.0001931356,0.9712257,0.0001781189,0.00003588018,0.00005588678,0.008607061,0.00007670522,0.0001556565,0.00009667732,0.002234665,0.01709052],"study_design_scores_gemma":[0.000002676947,0.00009176532,0.9681801,0.00006700581,0.0000176561,0.00006726031,0.02826739,0.0001286813,0.0001338393,0.00002333262,0.003004867,0.00001537335],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9912791,0.0004617553,0.000154322,0.000232317,0.000004375692,0.000127533,0.002791778,0.00002578901,0.004923116],"genre_scores_gemma":[0.9925621,0.001585269,0.0004244651,0.0002628529,0.00001350107,0.0001309727,0.002252558,0.00002052193,0.002747731],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9974971,"threshold_uncertainty_score":0.4187639,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1314026656392852,"score_gpt":0.310185624768385,"score_spread":0.1787829591290998,"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."}}