{"id":"W6990808319","doi":"","title":"Emilia: Utilizing ambiguity to reduce loneliness and support remote&#13;\\nintimacy and connectedness.","year":2017,"lang":"en","type":"dissertation","venue":"OCAD University Open Research Repository (OCAD University)","topic":"Innovative Human-Technology Interaction","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ontario College of Art and Design","funders":"","keywords":"Loneliness; Ambiguity; Social connectedness; Process (computing); Social support; Affect (linguistics)","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.001237091,0.0005131354,0.0007162887,0.002070006,0.004033439,0.001139201,0.005054873,0.0008249058,0.000003464892],"category_scores_gemma":[0.0003549058,0.0006658101,0.0001031705,0.001416577,0.000777362,0.003187486,0.002269556,0.002099706,0.00003952681],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001001141,"about_ca_system_score_gemma":0.001241401,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006394515,"about_ca_topic_score_gemma":0.002901684,"domain_scores_codex":[0.9954205,0.0007025959,0.0003343152,0.001902921,0.0007998794,0.0008397668],"domain_scores_gemma":[0.9948145,0.0002061018,0.0005126055,0.001703104,0.002339816,0.0004238984],"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":[0.0009241023,0.0001128439,0.0005755431,0.0001818456,0.0002134924,0.00287538,0.002285611,0.000003172508,0.007802495,0.9658862,0.002047471,0.01709181],"study_design_scores_gemma":[0.009490971,0.003110365,0.09645554,0.00369421,0.0005543759,0.001065671,0.04817457,0.004461175,0.07694036,0.002747561,0.7478954,0.005409805],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3562452,0.00004226463,0.001284337,0.000685688,0.000868583,0.00114728,0.00001964943,0.0001890031,0.639518],"genre_scores_gemma":[0.5526617,0.0001994316,0.001768118,0.00003744397,0.00008548573,0.000001029294,0.0001053777,0.0000407174,0.4451007],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9631387,"threshold_uncertainty_score":0.9998977,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0860006164184271,"score_gpt":0.3703163808527272,"score_spread":0.2843157644343001,"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."}}