{"id":"W2908765323","doi":"","title":"Issues of Participation: Exploring Ideals of Participation Through a Digital Design Project with a Public Library","year":2018,"lang":"en","type":"dissertation","venue":"TSpace (University of Toronto)","topic":"Innovative Human-Technology Interaction","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Digital library; Public participation; Political science; Sociology; Public relations; 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":[],"consensus_categories":[],"category_scores_codex":[0.0001302706,0.000202581,0.0004195157,0.0001888444,0.0001075506,0.00004605593,0.0006878253,0.0001807163,0.0005183592],"category_scores_gemma":[0.0000574445,0.0002244762,0.00007790038,0.0003942403,0.000183224,0.007765139,0.0001255933,0.0001266814,0.000006607052],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001070209,"about_ca_system_score_gemma":0.0002606836,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003838599,"about_ca_topic_score_gemma":0.002618406,"domain_scores_codex":[0.9987065,0.00009030231,0.0002586007,0.0003655421,0.0003569414,0.0002220707],"domain_scores_gemma":[0.9977713,0.00007151969,0.001027975,0.0004959794,0.0006060664,0.00002712046],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.002889626,0.001721033,0.005033522,0.00183128,0.001829373,0.00005420851,0.6856632,0.00007374643,0.009892589,0.1441814,0.007404317,0.1394257],"study_design_scores_gemma":[0.00523047,0.01509617,0.3202114,0.004905056,0.0008157873,0.00001861687,0.2224942,0.0129741,0.4016852,0.00427629,0.009182514,0.003110236],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8582622,0.0002061605,0.1160443,0.0004728716,0.0002911034,0.0007283135,0.00001589755,0.0002426567,0.02373649],"genre_scores_gemma":[0.9605662,0.0000672873,0.03707405,0.00000442166,0.00002652368,0.000008593472,0.0000823082,0.00001683111,0.002153807],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.463169,"threshold_uncertainty_score":0.9153874,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.121311778427042,"score_gpt":0.3285554444254178,"score_spread":0.2072436659983758,"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."}}