{"id":"W2903695719","doi":"10.6017/ital.v37i4.10596","title":"Gaps in IT and Library Services at Small Academic Libraries in Canada","year":2018,"lang":"en","type":"article","venue":"Information Technology and Libraries","topic":"Web and Library Services","field":"Computer Science","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Cape Breton University","funders":"","keywords":"Staffing; Academic library; Library science; Scale (ratio); Business; Digital library; World Wide Web; Computer science; Management; Geography; Economics","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":"codex-gemma-dda1882f352a","candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.00006455023,0.0001631306,0.0001935949,0.0007498947,0.000154551,0.0003217259,0.0008122756,0.0002558925,0.00004705278],"category_scores_gemma":[0.0000105038,0.0001509856,0.000008413223,0.001103171,0.0002522294,0.01908834,0.001265611,0.0002987526,0.00001549021],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001769653,"about_ca_system_score_gemma":0.0004130417,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01645499,"about_ca_topic_score_gemma":0.1086515,"domain_scores_codex":[0.9989631,0.00002843963,0.0004114537,0.0002041088,0.0000954901,0.0002973963],"domain_scores_gemma":[0.9994466,0.00008999246,0.0001306119,0.0002568622,0.00001025069,0.00006572291],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003500845,0.000005016131,0.5067798,0.000148368,0.0000065647,0.000008684354,0.004813001,0.000003034073,0.00001016212,0.4694826,0.001434677,0.01727305],"study_design_scores_gemma":[0.001154944,0.0001568508,0.3596533,0.0002869851,0.000004008228,0.00008191849,0.005827127,0.01187217,0.01475355,0.1785241,0.4270338,0.0006513221],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9655686,0.001908923,0.0001497465,0.02498499,0.0001455946,0.0001564729,0.0000106129,0.0003121783,0.006762878],"genre_scores_gemma":[0.9859127,0.0003953863,0.005532325,0.007907811,0.00002896541,0.00002042841,0.00002529996,0.000006635857,0.0001704281],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4255991,"threshold_uncertainty_score":0.9946312,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004780168870420213,"score_gpt":0.1691050494778353,"score_spread":0.1643248806074151,"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."}}