{"id":"W4290546795","doi":"10.29173/cais1247","title":"LIS and social work","year":2022,"lang":"en","type":"article","venue":"Proceedings of the Annual Conference of CAIS / Actes du congrès annuel de l ACSI","topic":"Library Science and Administration","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Scholarship; Situated; Context (archaeology); Sociology; Work (physics); Social justice; Panel discussion; Knowledge management; Space (punctuation); Public relations; Engineering ethics; Political science; Computer science; Engineering; Social science; Business; Geography","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.01196381,0.0006979579,0.001062991,0.005095086,0.01631485,0.02020638,0.001012184,0.004592529,0.01760877],"category_scores_gemma":[0.009261881,0.000315994,0.0005583951,0.007747735,0.04679079,0.009618751,0.01216365,0.004515424,0.004262092],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02188923,"about_ca_system_score_gemma":0.02678903,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01971465,"about_ca_topic_score_gemma":0.02602676,"domain_scores_codex":[0.9796849,0.01538301,0.0005614019,0.0009376003,0.00198312,0.001449839],"domain_scores_gemma":[0.9890795,0.006098017,0.0006987928,0.001193756,0.001017476,0.001912465],"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":[0.00001345813,0.00003365015,0.00101434,0.0003687186,0.00001658806,0.000128513,0.03252636,0.0002432215,0.00008622271,0.8422104,0.05685256,0.06650588],"study_design_scores_gemma":[0.000006350468,0.00002383272,0.000986126,0.0008120328,0.000004225372,0.0001073622,0.02042509,0.0001136639,0.00004290498,0.2775739,0.6998897,0.00001487354],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.008582497,0.07600689,0.008240879,0.2696877,0.002122133,0.00008581907,0.000240801,0.000418628,0.6346148],"genre_scores_gemma":[0.7164074,0.08447899,0.01103462,0.0390506,0.005506393,0.0005180751,0.0003570444,0.0002829309,0.1423639],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02188923,"threshold_uncertainty_score":0.1588182,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03276489682584878,"score_gpt":0.2691046729382177,"score_spread":0.2363397761123689,"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."}}