{"id":"W2305253068","doi":"","title":"Library: Distance Education: Help!","year":2010,"lang":"en","type":"article","venue":"","topic":"Web and Library Services","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Distance education; Computer science; Political science; Mathematics education; Mathematics","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":[],"consensus_categories":[],"category_scores_codex":[0.00002162867,0.00005289176,0.00004239359,0.00002675133,0.00005041966,0.0002930963,0.0008612561,0.00002525878,0.0008665678],"category_scores_gemma":[0.000001237408,0.0000419084,0.00001895412,0.00022208,0.00001319009,0.00274005,0.0001412351,0.00007975395,0.0002876993],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":7.009227e-7,"about_ca_system_score_gemma":0.0001329161,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000009208818,"about_ca_topic_score_gemma":0.00001285319,"domain_scores_codex":[0.9995785,0.00000777326,0.00006636888,0.0001704912,0.00007509477,0.0001017491],"domain_scores_gemma":[0.999441,0.00001774808,0.00001973453,0.0004363311,0.000008246567,0.00007689317],"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":[3.917608e-7,0.00002919623,0.005085446,0.000003632995,8.898941e-7,5.626918e-7,0.00006798824,7.689829e-8,0.0001891998,0.9411213,0.02709157,0.02640968],"study_design_scores_gemma":[0.00003309964,0.000008293594,0.01231601,0.000002690264,3.60129e-7,0.000004289239,0.00001662928,0.001222608,0.002945333,0.02116041,0.9622048,0.00008549926],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.04160941,0.0001720709,0.03626146,0.03151268,0.00249721,0.00008746739,0.00000100161,0.0007442579,0.8871145],"genre_scores_gemma":[0.8123202,0.000006776654,0.1281592,0.006861856,0.0003770017,0.000007909473,0.000004086741,0.000006002744,0.05225702],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9351132,"threshold_uncertainty_score":0.9488309,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003349073262918229,"score_gpt":0.1942378585107554,"score_spread":0.1908887852478372,"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."}}