{"id":"W3152871356","doi":"10.29173/pathfinder40","title":"Support local: Public libraries and local authors","year":2021,"lang":"en","type":"article","venue":"Pathfinder A Canadian Journal for Information Science Students and Early Career Professionals","topic":"Library Science and Administration","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Metadata; Data collection; Local community; Computer science; World Wide Web; Content analysis; Order (exchange); Library science; Public relations; Political science; Sociology; Business; Social science","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":[0.007060709,0.0002923158,0.0005791387,0.002018924,0.01488246,0.02004052,0.002127841,0.002161975,0.04422515],"category_scores_gemma":[0.02912469,0.0003698818,0.0002081687,0.006879864,0.006358598,0.01097036,0.009647579,0.00220809,0.006330304],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01515724,"about_ca_system_score_gemma":0.04651463,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1302923,"about_ca_topic_score_gemma":0.2658736,"domain_scores_codex":[0.9924569,0.003290669,0.0003685821,0.0004497515,0.001769226,0.001664888],"domain_scores_gemma":[0.962044,0.009445958,0.004128442,0.002599736,0.007613678,0.01416824],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002007556,0.0002800305,0.07463697,0.001081562,0.00004579366,0.001295983,0.4543808,0.0002343896,0.001070669,0.06263483,0.1167351,0.2874032],"study_design_scores_gemma":[0.00002381327,0.00004732188,0.01723605,0.0006975991,0.00003769208,0.0003612479,0.4215914,0.0001085498,0.0004361361,0.005941454,0.5534637,0.00005505345],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.4299199,0.004881748,0.004348818,0.09097254,0.0008288309,0.0002009966,0.0006981949,0.0008791027,0.46727],"genre_scores_gemma":[0.8816816,0.002086914,0.002133922,0.004503622,0.0001967351,0.0001220237,0.0002604326,0.0001699891,0.1088447],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1302923,"threshold_uncertainty_score":0.2590679,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06146280017659847,"score_gpt":0.3516674507172811,"score_spread":0.2902046505406826,"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."}}