{"id":"W2572296814","doi":"","title":"Connecting Readers with Open Access Resources: The CUFTS Free! Open Access Collections Group.","year":2009,"lang":"en","type":"article","venue":"International Conference on Electronic Publishing","topic":"Research Data Management Practices","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; Simon Fraser University","funders":"","keywords":"World Wide Web; Computer science; Metadata; Directory; Download; Free access; Dissemination; Suite; Digital library; Library science; Political science","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":["open_science"],"consensus_categories":[],"category_scores_codex":[0.01691625,0.002034402,0.001299969,0.007564737,0.008435518,0.02123098,0.006411796,0.009705886,0.2931432],"category_scores_gemma":[0.03344247,0.001416273,0.00104541,0.008046779,0.002896237,0.02259332,0.01908094,0.006555285,0.3109702],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004775059,"about_ca_system_score_gemma":0.03352761,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03447574,"about_ca_topic_score_gemma":0.05192813,"domain_scores_codex":[0.9893485,0.001024977,0.0005665111,0.001601104,0.005978421,0.001480416],"domain_scores_gemma":[0.9310154,0.005472118,0.00230967,0.00890299,0.01845098,0.03384879],"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":[0.00001753419,0.00002544096,0.0001372388,0.00005721537,0.000001862477,0.00004133432,0.0001446081,0.00001012187,0.0001676543,0.001045371,0.957579,0.04077257],"study_design_scores_gemma":[0.00000562402,0.000009219254,0.0003375141,0.00006067035,0.000002083213,0.00003386004,0.00013773,0.00004526487,0.0001028682,0.0003023937,0.9989486,0.00001406513],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003539907,0.008715848,0.01859532,0.1616195,0.02398046,0.003219457,0.0148931,0.06165921,0.7037772],"genre_scores_gemma":[0.004212497,0.004204931,0.01507387,0.0179038,0.005554457,0.001220124,0.02706916,0.009237841,0.9155234],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9935882,"threshold_uncertainty_score":0.9806619,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2467337061892163,"score_gpt":0.4549211222247437,"score_spread":0.2081874160355273,"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."}}