{"id":"W2750707064","doi":"10.26443/el.v30i2.241","title":"Resources on the Net: Library Collaboration","year":2017,"lang":"en","type":"article","venue":"Education Libraries","topic":"Web and Library Services","field":"Computer Science","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Concordia University","funders":"","keywords":"Net (polyhedron); The Internet; Business; World Wide Web; Library science; Computer science; Mathematics","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":"codex-gemma-dda1882f352a","candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.00007039609,0.0001013538,0.00007162397,0.00005975126,0.001138335,0.00616382,0.0020951,0.00004283845,0.0002883699],"category_scores_gemma":[0.00005451371,0.0000680914,0.0000264597,0.0001823964,0.00009827575,0.01083581,0.0002888727,0.00008897432,0.0001184759],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000003472657,"about_ca_system_score_gemma":0.0004415275,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001345473,"about_ca_topic_score_gemma":0.000002263863,"domain_scores_codex":[0.9992802,0.00007495449,0.0001243549,0.0002305552,0.0001611843,0.0001288067],"domain_scores_gemma":[0.9983729,0.0001500025,0.0001742178,0.001222127,0.00002048999,0.00006032397],"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":[0.000005129328,0.00003898581,0.00347777,0.000004252822,0.000004601758,2.920832e-7,0.002777636,0.000003531999,0.00001370238,0.8080891,0.1796421,0.005942838],"study_design_scores_gemma":[0.000054762,0.00003863512,0.08155566,0.00002699605,0.000001766645,9.00874e-7,0.000811324,0.000367002,0.003994178,0.07039533,0.8426323,0.0001211402],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.2085445,0.0006424554,0.0003323329,0.4552245,0.002631262,0.0002786982,0.000005720385,0.0004169858,0.3319236],"genre_scores_gemma":[0.9573737,0.00002158806,0.005601794,0.01373971,0.00101349,0.00005184267,0.00001580274,0.00001455287,0.02216756],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7488292,"threshold_uncertainty_score":0.9948679,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01270381938908775,"score_gpt":0.2307894553916731,"score_spread":0.2180856360025854,"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."}}