{"id":"W4391263446","doi":"10.5206/tba.v5i1.16485","title":"Plastic Bits","year":2024,"lang":"en","type":"article","venue":"tba Journal of Art Media and Visual Culture","topic":"Biomedical Ethics and Regulation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001064054,0.0007911025,0.0003062843,0.001429137,0.00388285,0.007916218,0.001026863,0.003131931,0.1784482],"category_scores_gemma":[0.00409013,0.0003708959,0.0004682004,0.001225104,0.00477566,0.006416528,0.004395666,0.002619701,0.05729821],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001847307,"about_ca_system_score_gemma":0.001286629,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001895381,"about_ca_topic_score_gemma":0.003684266,"domain_scores_codex":[0.9984834,0.0003005291,0.0000848809,0.0002412982,0.0007226583,0.0001673467],"domain_scores_gemma":[0.9990246,0.0003340667,0.0000579096,0.0002869771,0.0002130908,0.00008341066],"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":[0.00003798846,0.00001594693,0.0001241094,0.000135608,0.000003712678,0.0001820859,0.001145527,0.00009330062,0.0006018799,0.724191,0.2009453,0.07252352],"study_design_scores_gemma":[0.000001578616,0.000006153441,0.00004671424,0.0000776497,0.000001131814,0.0001159463,0.0001828661,0.00002527934,0.0002825579,0.01007057,0.989185,0.00000464627],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001536396,0.004850056,0.003811036,0.00960629,0.003373986,0.00004997501,0.0003745003,0.000279157,0.9761185],"genre_scores_gemma":[0.0448051,0.005020465,0.003133415,0.00864246,0.0009171529,0.00009213359,0.0003152073,0.000379021,0.936695],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1784482,"threshold_uncertainty_score":0.5969687,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01823989358398518,"score_gpt":0.3338310568970845,"score_spread":0.3155911633130993,"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."}}