{"id":"W3157337605","doi":"","title":"The End of Libraries and Librarianship - Part 34","year":2021,"lang":"en","type":"article","venue":"Brock University Digital Repository (Brock University)","topic":"Library Science and Administration","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Brock University","keywords":"Library science; Computer science; World Wide Web","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.008316762,0.0003666796,0.0007415614,0.002519204,0.01751135,0.04628169,0.001103907,0.005609246,0.027004],"category_scores_gemma":[0.01318541,0.0004746995,0.0004450183,0.003841589,0.03701974,0.0224703,0.01360254,0.006031441,0.006871564],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0125707,"about_ca_system_score_gemma":0.01397081,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01110935,"about_ca_topic_score_gemma":0.01176543,"domain_scores_codex":[0.9792632,0.01586182,0.0005219726,0.0006924299,0.001831772,0.001828821],"domain_scores_gemma":[0.9844645,0.007409507,0.0009826142,0.001587215,0.002012388,0.003543669],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007205456,0.00006477317,0.00166985,0.0002567711,0.00001570841,0.0002443861,0.07714297,0.00005156225,0.0001352405,0.6402509,0.2275515,0.05254429],"study_design_scores_gemma":[0.00000612307,0.00002064813,0.000889751,0.0004661728,0.000004165969,0.0001079011,0.04061039,0.00002093532,0.00008448019,0.04388866,0.9138872,0.00001357643],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.01372144,0.07038325,0.00105028,0.329513,0.003344513,0.00002364725,0.00007761372,0.0001868636,0.5816994],"genre_scores_gemma":[0.536332,0.02678425,0.001086562,0.07394326,0.004062516,0.0001229558,0.0001076271,0.0002971026,0.3572637],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.9537183,"threshold_uncertainty_score":0.09120721,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01820874476077488,"score_gpt":0.196765477460791,"score_spread":0.1785567327000161,"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."}}