{"id":"W1641551142","doi":"10.19173/irrodl.v4i1.122","title":"Libraries Without Walls 4: the delivery of library services to distant users","year":2003,"lang":"en","type":"article","venue":"The International Review of Research in Open and Distributed Learning","topic":"Library Science and Administration","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"World Wide Web; Distance education; Computer science; Delivery system; Multimedia; Sociology; Medicine; Pedagogy","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003913289,0.0000519794,0.0001298705,0.00005517188,0.0003197523,0.000372402,0.001278431,0.00002099864,0.000313677],"category_scores_gemma":[0.0008406418,0.00002968253,0.00002798444,0.0007035256,0.0003971672,0.001266258,0.0003376385,0.0002048563,0.00000585323],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001650071,"about_ca_system_score_gemma":0.0004781944,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008724086,"about_ca_topic_score_gemma":0.0001182357,"domain_scores_codex":[0.9979085,0.0008592463,0.0002510794,0.000138035,0.0006719806,0.0001711202],"domain_scores_gemma":[0.9988589,0.0007283323,0.0001061515,0.0001292843,0.0001083558,0.00006899684],"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":[0.0001152436,0.0000843491,0.3063245,0.0006029152,0.00002872966,0.000005016237,0.005097297,0.0000519399,0.000128233,0.675356,0.004152127,0.00805364],"study_design_scores_gemma":[0.0002591392,0.0001243544,0.02461116,0.005590516,0.000007002391,0.000001938457,0.04763453,0.0001139854,0.0007613168,0.01510846,0.9056681,0.0001194491],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7895203,0.01577401,0.00005085495,0.09669605,0.0001705327,0.00154369,0.00007113517,0.00001916565,0.09615431],"genre_scores_gemma":[0.9835142,0.01487287,0.0001332958,0.0004487617,0.0000240904,0.00001998474,0.00002766106,0.000003353016,0.0009557499],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.901516,"threshold_uncertainty_score":0.3591081,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08078235090004399,"score_gpt":0.4220856536332205,"score_spread":0.3413033027331765,"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."}}