{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000208421,0.00007210579,0.0001700987,0.00009206507,0.00003206465,0.00002926324,0.00002224515,0.0001549979,0.0001286706],"category_scores_gemma":[0.0001227262,0.00003788395,0.00006831765,0.0001397838,0.0001673054,0.00007330396,0.00001099617,0.0004617702,0.00002471773],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000126174,"about_ca_system_score_gemma":0.00009873448,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":2.741935e-7,"about_ca_topic_score_gemma":9.388103e-7,"domain_scores_codex":[0.9992833,0.00001543274,0.0002060464,0.00007218872,0.0003321985,0.00009082214],"domain_scores_gemma":[0.9994974,0.0000946766,0.00004481243,0.00002342107,0.0001095179,0.0002302059],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001185141,0.0007904347,0.002228718,0.003213888,0.001222344,0.003940181,0.03764166,0.000004365637,0.2489253,0.02470984,0.4750353,0.2011029],"study_design_scores_gemma":[0.002500705,0.002921476,0.02530544,0.003708289,0.0006933418,0.005587345,0.001145301,0.003190325,0.003025389,0.004922215,0.9467372,0.0002629819],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9039428,0.03739359,0.002313519,0.04792472,0.005999463,0.0001834607,0.000009680438,0.00006945097,0.002163312],"genre_scores_gemma":[0.9959578,0.001159776,0.0001670924,0.0003048139,0.001462269,2.943873e-7,0.000008691271,0.00000775547,0.0009315063],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4717019,"threshold_uncertainty_score":0.2006187,"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."}}