{"id":"W1480428101","doi":"10.11575/prism/29801","title":"Open Access (OA) immersion: librarians report from the field","year":2009,"lang":"en","type":"article","venue":"Open MIND","topic":"Library Science and Information Systems","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Publishing; World Wide Web; Open access publishing; Discipline; Public relations; Library science; Medical education; Multimedia; Computer science; Business; Medicine; Political science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["scholarly_communication","open_science"],"consensus_categories":[],"category_scores_codex":[0.02261541,0.0003619827,0.0009674025,0.004414848,0.02306258,0.02347544,0.002383317,0.006131039,0.008312515],"category_scores_gemma":[0.1173604,0.0008096949,0.0008708004,0.005595651,0.01673653,0.0201234,0.02890614,0.008266534,0.002584907],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006309696,"about_ca_system_score_gemma":0.01178602,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02633833,"about_ca_topic_score_gemma":0.03011161,"domain_scores_codex":[0.9729435,0.0112683,0.001671557,0.001490314,0.008550567,0.004075765],"domain_scores_gemma":[0.8886877,0.05039866,0.01404086,0.004832506,0.02434323,0.01769701],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001064549,0.000137934,0.02591064,0.0003149912,0.00002523813,0.0006332572,0.9176741,0.00001291045,0.0003591667,0.002583877,0.02251942,0.02972209],"study_design_scores_gemma":[0.000008418703,0.00007392745,0.008386575,0.0001462939,0.00001387204,0.0002883455,0.9479665,0.00001870388,0.000143504,0.0006561184,0.04226352,0.00003428225],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8274987,0.006518234,0.001321423,0.1027932,0.0008585873,0.0001499341,0.0002033612,0.0002155434,0.06044111],"genre_scores_gemma":[0.9488298,0.002776414,0.0003651102,0.03257766,0.0005320262,0.0000873098,0.000128421,0.0001437248,0.0145595],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9976167,"threshold_uncertainty_score":0.1196032,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08943376739547816,"score_gpt":0.359044079404349,"score_spread":0.2696103120088708,"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."}}