{"id":"W4383221454","doi":"10.16995/olh.9210","title":"Plastic Heart: Surface All the Way Through","year":2023,"lang":"en","type":"article","venue":"Open Library of Humanities","topic":"Museums and Cultural Heritage","field":"Arts and Humanities","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Exhibition; Carbon footprint; Plastic pollution; Plastic waste; Strengths and weaknesses; Sociology; Engineering; Visual arts; Pollution; Art; Ecology; Waste management; Psychology; Biology; Greenhouse gas","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":[0.00009058943,0.0001618349,0.0002358105,0.00002314475,0.0006043695,0.0009854913,0.0007804235,0.00002793445,0.02392339],"category_scores_gemma":[0.000006690415,0.00009767427,0.00009227762,0.00005041476,0.0004522777,0.002479349,0.000446336,0.0001216658,0.0007601664],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000003896731,"about_ca_system_score_gemma":0.00002349412,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004941078,"about_ca_topic_score_gemma":0.0004693796,"domain_scores_codex":[0.9990594,0.00006216122,0.0002569683,0.0001759118,0.0001843614,0.0002611852],"domain_scores_gemma":[0.9993786,0.0002217229,0.00008013484,0.0002700781,0.0000247661,0.00002469048],"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":[0.0000152945,0.00001951453,0.00002594686,0.00003793916,0.00003253017,0.000003803867,0.04745841,0.000009701436,0.00004793956,0.5927856,0.3595128,0.00005049514],"study_design_scores_gemma":[0.0001557042,0.00009981362,0.0003294742,0.00005024335,0.00001399184,0.000001445674,0.03796894,0.00002057215,0.0002753268,0.01239636,0.9485303,0.0001577896],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3249025,0.0003155576,1.258725e-7,0.002434548,0.0006221376,0.0002932122,0.0001419531,0.0001799565,0.67111],"genre_scores_gemma":[0.7290005,0.0001079344,0.00004941938,0.001687493,0.0004200898,0.00002199424,0.000106535,0.00004031189,0.2685657],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5890175,"threshold_uncertainty_score":0.9770655,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1104065182717662,"score_gpt":0.2604765491964257,"score_spread":0.1500700309246595,"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."}}