{"id":"W1983613172","doi":"10.1016/j.acalib.2010.10.009","title":"The Revolution Will be Streamed Online: Academic Libraries and Video","year":2010,"lang":"en","type":"article","venue":"The Journal of Academic Librarianship","topic":"Web and Library Services","field":"Computer Science","cited_by":30,"is_retracted":false,"has_abstract":false,"ca_institutions":"Concordia University","funders":"","keywords":"Social media; Cyberpsychology; Academic library; Order (exchange); World Wide Web; Page view; Public relations; Computer science; Sociology; Advertising; Business; Library science; The Internet; Political science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003596022,0.0004999642,0.0005272138,0.002061163,0.003107021,0.02170252,0.001250414,0.007978791,0.09543458],"category_scores_gemma":[0.01045965,0.0002397984,0.0004759368,0.002845248,0.002958906,0.01507215,0.002575297,0.004194897,0.0297354],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002946867,"about_ca_system_score_gemma":0.00289299,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006215799,"about_ca_topic_score_gemma":0.01162031,"domain_scores_codex":[0.9983911,0.0003975127,0.00004620448,0.0001114423,0.0006498937,0.0004039248],"domain_scores_gemma":[0.9909031,0.001655093,0.0004780905,0.000609772,0.00308976,0.00326415],"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":[0.00007780518,0.00006296676,0.0004752919,0.0001181809,0.000009574586,0.00006708698,0.0003722946,0.00005317371,0.0004620822,0.0492867,0.862504,0.08651081],"study_design_scores_gemma":[0.00001427837,0.00004382093,0.001344231,0.0001587312,0.00001122953,0.0001161942,0.00135164,0.000263869,0.0002612173,0.01302303,0.9833905,0.00002114943],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.01138424,0.0342816,0.004648396,0.4049866,0.07534779,0.0000759464,0.001385233,0.001315456,0.4665747],"genre_scores_gemma":[0.1779178,0.03581523,0.007402233,0.1169307,0.08153807,0.00007834606,0.00202707,0.001158891,0.5771316],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.09543458,"threshold_uncertainty_score":0.3192605,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02099534131525108,"score_gpt":0.2459690146838582,"score_spread":0.2249736733686072,"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."}}