{"id":"W1614701269","doi":"10.18352/lq.7798","title":"Crossroads - Bridging the Digital Divide","year":2005,"lang":"en","type":"article","venue":"LIBER Quarterly The Journal of the Association of European Research Libraries","topic":"Geographic Information Systems Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Presentation (obstetrics); Bridging (networking); Digital library; Geological survey; Library science; Computer science; History; World Wide Web; Data science; Geology; Art","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":"codex-gemma-dda1882f352a","candidate_categories":["sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.01621339,0.0001012509,0.0001907101,0.0001462644,0.002378101,0.001205645,0.001759646,0.00004209362,0.00003401628],"category_scores_gemma":[0.002236563,0.00004865274,0.0002320312,0.0008192169,0.0008604651,0.002292562,0.0002220417,0.000647139,0.00006890582],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001240092,"about_ca_system_score_gemma":0.0002122547,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008897725,"about_ca_topic_score_gemma":0.0001588679,"domain_scores_codex":[0.9930074,0.003397642,0.0007932264,0.00006918534,0.002288733,0.0004438106],"domain_scores_gemma":[0.9948856,0.002534337,0.001267481,0.0003292534,0.0009141529,0.0000691392],"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":[0.0001012835,0.0001054183,0.09699883,0.00002263014,0.0005736123,0.000002002452,0.5611813,0.0001371672,0.00006913968,0.04548548,0.2671413,0.02818176],"study_design_scores_gemma":[0.00041824,0.0001594852,0.1858961,0.0001031096,0.00003390368,0.000006791047,0.06220238,0.00001408862,0.00009364602,0.00515799,0.7458043,0.0001099382],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5647356,0.000934212,0.0001699826,0.157646,0.0009858019,0.0005876245,0.0000271737,0.00004939414,0.2748642],"genre_scores_gemma":[0.9822722,0.00007736498,0.00002659911,0.0002660876,0.001297278,0.000001529793,4.613885e-7,0.0000134619,0.01604499],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4989789,"threshold_uncertainty_score":0.9998312,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03402980588908881,"score_gpt":0.3048240337561646,"score_spread":0.2707942278670757,"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."}}