{"id":"W4401030570","doi":"10.1353/nin.2024.a933516","title":"Diamond Quotes","year":2024,"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":[],"category_scores_codex":[0.001439071,0.0009679492,0.001182826,0.002276987,0.006458038,0.00714238,0.002575313,0.004410211,0.7378539],"category_scores_gemma":[0.01352988,0.0007429131,0.000980542,0.001751495,0.00113664,0.003175122,0.004367223,0.006933794,0.5178201],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002946342,"about_ca_system_score_gemma":0.003559807,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02149472,"about_ca_topic_score_gemma":0.05100043,"domain_scores_codex":[0.9977704,0.0002401969,0.00008683274,0.0002304736,0.001292252,0.0003799034],"domain_scores_gemma":[0.9965798,0.0009555534,0.00006780145,0.00023525,0.001716695,0.0004448158],"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":[0.00002180523,0.00001352123,0.0000408889,0.00003503148,0.000001675556,0.00005036678,0.00007488057,0.000009088913,0.00005574542,0.006515646,0.9868094,0.006371897],"study_design_scores_gemma":[0.00001074172,0.000005644588,0.0001308157,0.00004780407,0.000002333189,0.00002457267,0.0002629991,0.00002159102,0.0000935967,0.002291787,0.9971001,0.000008025638],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0002680646,0.0003506808,0.0004990628,0.01213529,0.009240887,0.0001207212,0.001228985,0.0004738891,0.9756824],"genre_scores_gemma":[0.001677903,0.0001225456,0.0002079088,0.005186677,0.0006154552,0.00005232469,0.0003941786,0.0003521384,0.9913908],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7378539,"threshold_uncertainty_score":0.3739196,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01352304467079349,"score_gpt":0.2780065044861484,"score_spread":0.2644834598153549,"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."}}