{"id":"W2114380969","doi":"10.32920/ryerson.14637561.v1","title":"Evaluating the web presence of voluntary sector organizations: an assessment of Canadian web sites","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Nonprofit Sector and Volunteering","field":"Social Sciences","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Business; Private sector; Voluntary sector; The Internet; Usability; Web presence; Government (linguistics); Turnover; Public relations; Knowledge management; Marketing; World Wide Web; Political science; Computer science; Management; Economics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001693708,0.0001633383,0.0003032222,0.0002689201,0.0003794031,0.0001252503,0.0007707124,0.00019693,0.003906537],"category_scores_gemma":[0.0009429777,0.0001362649,0.00008119048,0.001183481,0.0002116655,0.0001726644,0.0003165333,0.0003648104,0.000001339287],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002743231,"about_ca_system_score_gemma":0.009736788,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8189735,"about_ca_topic_score_gemma":0.9620867,"domain_scores_codex":[0.9975865,0.0005957947,0.0004167751,0.0003644904,0.0007235571,0.0003128693],"domain_scores_gemma":[0.9977015,0.0003226602,0.0002525636,0.0005581819,0.0009872679,0.0001778769],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000003555572,0.0001078199,0.8772522,0.0003529463,0.0001861483,0.000004260487,0.03469265,0.003441068,0.07220306,0.01044341,0.0006907307,0.0006221498],"study_design_scores_gemma":[0.0006368299,0.0004110089,0.5695427,0.001391085,0.0005132095,0.000003449546,0.1454686,0.2675992,0.008408957,0.001611819,0.002770453,0.001642687],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9806094,0.0002565644,0.0001370371,0.0005581051,0.0005985992,0.0005795127,0.00009233512,0.00004181485,0.01712668],"genre_scores_gemma":[0.9923852,0.0002034629,0.006288613,0.00006717792,0.0002699063,0.00002777844,0.00008515923,0.00002244333,0.0006502742],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3077095,"threshold_uncertainty_score":0.997004,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09575310226050579,"score_gpt":0.4202803213959589,"score_spread":0.3245272191354531,"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."}}