{"id":"W4413763458","doi":"10.1353/nin.2025.a968553","title":"Diamond Quotes","year":2025,"lang":"en","type":"article","venue":"Nine","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Diamond; Materials science; Metallurgy","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001380092,0.0009484708,0.001159448,0.002273622,0.006397607,0.007259144,0.002497,0.004310624,0.7360093],"category_scores_gemma":[0.01299403,0.0007204648,0.0009751502,0.001748789,0.001117977,0.003103514,0.00423604,0.006810189,0.5125557],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002898318,"about_ca_system_score_gemma":0.003505823,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02177776,"about_ca_topic_score_gemma":0.05199216,"domain_scores_codex":[0.9978361,0.0002303646,0.00008498457,0.0002230737,0.001255039,0.000370577],"domain_scores_gemma":[0.9967038,0.0009085247,0.0000649564,0.0002227594,0.001665942,0.0004339846],"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":[0.00002256296,0.00001386024,0.00004148282,0.00003572825,0.000001706958,0.00005113918,0.00007408165,0.000009295904,0.00005594334,0.006611029,0.9865896,0.006493609],"study_design_scores_gemma":[0.00001090023,0.000005741717,0.0001327082,0.00004837398,0.000002354269,0.0000243183,0.0002617373,0.00002153656,0.00009306702,0.00222772,0.9971637,0.000007941559],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0002682498,0.0003543358,0.0004740269,0.01146877,0.009139405,0.0001207274,0.00120717,0.0004481218,0.9765192],"genre_scores_gemma":[0.001654733,0.0001238736,0.0001985817,0.004941465,0.0005949279,0.00005046245,0.0003849798,0.0003292609,0.9917217],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2639907,"threshold_uncertainty_score":0.3765507,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007148990161476914,"score_gpt":0.2744644720589731,"score_spread":0.2673154818974962,"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."}}