{"id":"W3144895089","doi":"10.29173/iasl7810","title":"Social Role of the Librarians of the Federal Institute of Education, Science and Technology","year":2021,"lang":"en","type":"article","venue":"IASL Annual Conference Proceedings","topic":"Information Science and Libraries","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Relation (database); Public relations; Political science; Library science; Information science; Sociology; Foundation (evidence); Medical education; Pedagogy; Computer science; Medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005912361,0.0002315411,0.000569327,0.00469703,0.01380067,0.007410888,0.0006673902,0.001545399,0.00564048],"category_scores_gemma":[0.01558111,0.0003160796,0.000289514,0.003809212,0.004847947,0.002509543,0.003607522,0.000850214,0.0008557673],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008565053,"about_ca_system_score_gemma":0.01208914,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02461411,"about_ca_topic_score_gemma":0.03508073,"domain_scores_codex":[0.9878573,0.007956527,0.0004411434,0.0005427834,0.00165065,0.001551566],"domain_scores_gemma":[0.9857641,0.005134871,0.002633515,0.000570469,0.002726108,0.003170843],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001315927,0.0003484069,0.2077449,0.0002590587,0.00005316526,0.001748551,0.6854385,0.00009190505,0.00174267,0.02373541,0.006568728,0.07213712],"study_design_scores_gemma":[0.00001484731,0.0002238378,0.1431498,0.0001948288,0.00004877306,0.0009623606,0.7411007,0.0001684131,0.0009559584,0.001854924,0.1112499,0.00007569567],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9417075,0.001650852,0.0009261297,0.007624383,0.00005491631,0.0000844973,0.0000555673,0.00003367279,0.04786256],"genre_scores_gemma":[0.993795,0.0003585904,0.000363703,0.0006213125,0.0000206071,0.00003249446,0.0000195216,0.000005302183,0.004783419],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02461411,"threshold_uncertainty_score":0.0621441,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01237152679686174,"score_gpt":0.2370417028926322,"score_spread":0.2246701760957705,"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."}}