{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007030492,0.0004042808,0.0004344683,0.005985968,0.005632551,0.00461087,0.001079762,0.0005852058,0.001846545],"category_scores_gemma":[0.02475952,0.0003484936,0.0004454084,0.005692483,0.002188483,0.001568687,0.002473781,0.0007053161,0.0002713695],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02030361,"about_ca_system_score_gemma":0.0294919,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8604242,"about_ca_topic_score_gemma":0.9351497,"domain_scores_codex":[0.9911675,0.001151255,0.0003835912,0.0002730113,0.006319816,0.0007049328],"domain_scores_gemma":[0.9551898,0.007767074,0.002886271,0.001125093,0.02755763,0.005474046],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005745829,0.001033038,0.6645759,0.001271974,0.0001222704,0.0009322453,0.1354917,0.001273595,0.006342933,0.003315053,0.00675929,0.1783074],"study_design_scores_gemma":[0.00002089506,0.0003419669,0.8952882,0.0002036263,0.00004786874,0.0001662095,0.07635359,0.001509693,0.001093691,0.0002445709,0.02462166,0.0001080814],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9804415,0.0002734764,0.0004397596,0.0002053709,0.00001485619,0.0002869794,0.0003687778,0.00004290324,0.0179265],"genre_scores_gemma":[0.9939194,0.0003924859,0.001784456,0.00005074656,0.000005245421,0.000100428,0.0004874159,0.00002355015,0.00323638],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1395758,"threshold_uncertainty_score":0.2807955,"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."}}