{"id":"W7000852890","doi":"","title":"HeartBeat - An interactive installation to reflect the sentiments of Canadians during pandemics like Covid-19","year":2021,"lang":"en","type":"dissertation","venue":"OCAD University Open Research Repository (OCAD University)","topic":"Public Spaces through Art","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Pandemic; Pace; Social media; Coronavirus disease 2019 (COVID-19); Visualization; Placemaking; Crowdsourcing; Heartbeat","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":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.001489238,0.0002644999,0.0004259526,0.001034555,0.004790677,0.000464218,0.002576764,0.000472568,0.00001443444],"category_scores_gemma":[0.0004132233,0.0003159463,0.0001657668,0.002739236,0.0005280615,0.001951923,0.0004985372,0.00104175,0.00001230049],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.006184262,"about_ca_system_score_gemma":0.009133451,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.3670167,"about_ca_topic_score_gemma":0.680425,"domain_scores_codex":[0.9935811,0.003197931,0.000232221,0.0008576884,0.001364956,0.0007661452],"domain_scores_gemma":[0.9961342,0.0003556456,0.0003070877,0.0007657986,0.001344704,0.001092578],"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":[0.002487276,0.0003144463,0.006424695,0.000154655,0.0006288583,0.001509834,0.1479906,0.0002952493,0.005101976,0.8311673,0.00350556,0.000419514],"study_design_scores_gemma":[0.0008032411,0.0001674671,0.004195327,0.0001713382,0.0000930274,0.000006599078,0.3449397,0.00002668963,0.0006470106,0.00003400273,0.6485384,0.0003772043],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.4264941,0.00001827994,0.00001540016,0.0009237667,0.0003757179,0.0009965023,0.00004531078,0.00003858058,0.5710924],"genre_scores_gemma":[0.4513098,0.0001849955,0.0001035643,0.00008561623,0.0001090153,0.000001246667,0.0002671005,0.00002832579,0.5479103],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8311334,"threshold_uncertainty_score":0.9999292,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08185177314959537,"score_gpt":0.4094190189313498,"score_spread":0.3275672457817544,"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."}}