{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000136898,0.0006346034,0.0003933374,0.0004617577,0.00106701,0.0008740125,0.0007682684,0.000706414,0.07710487],"category_scores_gemma":[0.0003307444,0.0003443872,0.0002226625,0.0002230303,0.0003337048,0.0006990686,0.0008205962,0.0008704434,0.01955519],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007764402,"about_ca_system_score_gemma":0.0008986078,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003365389,"about_ca_topic_score_gemma":0.004014928,"domain_scores_codex":[0.9997244,0.000013464,0.00000785751,0.00007795772,0.0001268031,0.00004943239],"domain_scores_gemma":[0.9998518,0.00001479148,0.000008665121,0.00003702935,0.00005588104,0.00003169428],"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":[0.0009668713,0.0001710418,0.0007410492,0.0003866819,0.0000126826,0.001071443,0.0002368823,0.001325324,0.7134191,0.04102455,0.09979561,0.1408488],"study_design_scores_gemma":[0.0001432557,0.0004381989,0.002287295,0.00009150543,0.00001962467,0.0009115473,0.0002883676,0.005214056,0.5717599,0.0049146,0.4138727,0.00005882982],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1063979,0.0009217716,0.0464432,0.002859063,0.004352035,0.0004416757,0.002695752,0.00680092,0.8290877],"genre_scores_gemma":[0.4401657,0.0007071976,0.08963551,0.001035267,0.0001238731,0.0002162375,0.001564943,0.00121588,0.4653354],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.07710487,"threshold_uncertainty_score":0.2579415,"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."}}