{"id":"W4391253323","doi":"10.5206/tba.v5i1.16473","title":"Black Mirror in Diamond Leadlight","year":2024,"lang":"en","type":"article","venue":"tba Journal of Art Media and Visual Culture","topic":"Laser-induced spectroscopy and plasma","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Diamond; Materials science; Optics; Physics; Composite material","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001376374,0.0001230813,0.0001921693,0.0001090954,0.00001893008,0.00006025562,0.00006086571,0.0001149165,0.0001380682],"category_scores_gemma":[0.00002442206,0.00008436027,0.00005782751,0.0001662973,0.00002960322,0.0002408128,0.000008394552,0.0005145268,0.0001032619],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002892139,"about_ca_system_score_gemma":0.00002118217,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":8.72247e-7,"about_ca_topic_score_gemma":0.00004886356,"domain_scores_codex":[0.9993619,0.00001799027,0.0002276762,0.00007733838,0.0001478281,0.0001672277],"domain_scores_gemma":[0.9997401,0.0000596451,0.000021212,0.00003324209,0.0000224973,0.0001233443],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001712029,0.0001752869,0.001941669,0.0008732037,0.0003374737,0.002535215,0.04822666,0.0002482167,0.6954738,0.001494362,0.2447535,0.003769437],"study_design_scores_gemma":[0.002006256,0.0009529242,0.009607541,0.001820067,0.00020081,0.001010055,0.002513789,0.01196957,0.3351444,0.002176391,0.6316872,0.0009109681],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9939546,0.002782035,0.00003531063,0.0003499481,0.001043358,0.00003901059,0.000005913588,0.00003519944,0.001754639],"genre_scores_gemma":[0.9976784,0.001196109,0.0001858865,0.00004453736,0.0003780023,7.316253e-7,0.000004397705,0.00001603066,0.0004958811],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3869337,"threshold_uncertainty_score":0.3440112,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0113135686764764,"score_gpt":0.2675128439465593,"score_spread":0.2561992752700829,"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."}}