{"id":"W2341657020","doi":"10.1080/10572317.2016.1176462","title":"Work in Progress: The Libraries Nova Scotia Research Support Group","year":2016,"lang":"en","type":"article","venue":"The International Information & Library Review","topic":"Library Collection Development and Digital Resources","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Mount Saint Vincent University","funders":"","keywords":"Nova scotia; Nova (rocket); Library science; Work (physics); Political science; Sociology; Engineering; Computer science; Ethnology; Aeronautics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.009227448,0.0007919547,0.000682603,0.002722709,0.005514112,0.00772703,0.002046539,0.004118616,0.05930807],"category_scores_gemma":[0.01220601,0.0005818753,0.0005037457,0.004047049,0.001390016,0.002683124,0.003840776,0.003707908,0.01647749],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01600445,"about_ca_system_score_gemma":0.1377307,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.6660315,"about_ca_topic_score_gemma":0.7307869,"domain_scores_codex":[0.9948825,0.0006024143,0.0003388752,0.000310165,0.002484044,0.001382108],"domain_scores_gemma":[0.9579334,0.00278719,0.001174727,0.001426034,0.02284996,0.01382869],"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":[0.0002353972,0.00005374814,0.002334558,0.0002521794,0.00001044996,0.0001697965,0.0004495067,0.00003407752,0.0003039278,0.001634211,0.960972,0.03355013],"study_design_scores_gemma":[0.00007663391,0.0000534896,0.0205861,0.0004235247,0.00002092307,0.00006086357,0.001379799,0.00004368947,0.0002136605,0.0001565346,0.9769599,0.00002488798],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.02240039,0.0768091,0.0005606609,0.5038191,0.053646,0.00162497,0.01784384,0.0005535953,0.3227424],"genre_scores_gemma":[0.05778393,0.0217798,0.001435049,0.02650062,0.003774484,0.0005734365,0.012847,0.0001881098,0.8751176],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6660315,"threshold_uncertainty_score":0.6718706,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05616855049372081,"score_gpt":0.291619490803374,"score_spread":0.2354509403096531,"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."}}