{"id":"W4408739326","doi":"10.63485/4aft0-skc33","title":"Charging for access as penny-wise and pound-foolish","year":2008,"lang":"en","type":"preprint","venue":"","topic":"Assistive Technology in Communication and Mobility","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Pound (networking); Computer science; Economics; Telecommunications; World Wide Web","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":[],"consensus_categories":[],"category_scores_codex":[0.008426628,0.0004843403,0.000685574,0.000651209,0.01165756,0.008783251,0.001595878,0.02275458,0.02936331],"category_scores_gemma":[0.04331837,0.0006157514,0.000515729,0.001129678,0.004186096,0.02148111,0.005045701,0.02817954,0.01144071],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002891454,"about_ca_system_score_gemma":0.007355558,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01249372,"about_ca_topic_score_gemma":0.03044476,"domain_scores_codex":[0.9944373,0.002082427,0.0003354379,0.0004730505,0.001721716,0.0009498972],"domain_scores_gemma":[0.977507,0.009673789,0.0008469816,0.0007298215,0.004363852,0.0068786],"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":[0.00000357183,0.000007012672,0.0001127704,0.00001414584,0.000001184978,0.00008145232,0.0008804577,0.000006533463,0.00002941944,0.002303782,0.9931688,0.003390772],"study_design_scores_gemma":[0.000004285169,0.000008274425,0.0003983809,0.00006114836,0.000002124129,0.0001680462,0.004668186,0.00003321384,0.0000326894,0.001553132,0.9930512,0.00001940912],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0004804655,0.001519895,0.0001692657,0.9750314,0.01367866,0.00001509095,0.00002894,0.00003101745,0.009045204],"genre_scores_gemma":[0.009781408,0.002016955,0.0003372915,0.9028649,0.008445123,0.00005934398,0.0000296633,0.0001054666,0.07635985],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.02936331,"threshold_uncertainty_score":0.09823006,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.207560450482509,"score_gpt":0.5154593633448956,"score_spread":0.3078989128623866,"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."}}