{"id":"W4394909155","doi":"10.32370/ia_2024_01_5","title":"Carbonado Diamonds and the Application of their Unique Properties","year":2024,"lang":"en","type":"article","venue":"Intellectual Archive","topic":"Diamond and Carbon-based Materials Research","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Subject (documents); Computer science; World Wide Web","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":[],"consensus_categories":[],"category_scores_codex":[0.0003789696,0.0001823038,0.0001149442,0.0007140414,0.0006519259,0.001649941,0.0005002954,0.0007537549,0.00828152],"category_scores_gemma":[0.0009067843,0.0001018219,0.0001048539,0.0006660555,0.001198065,0.001263726,0.0009654767,0.0008615498,0.001015186],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005848639,"about_ca_system_score_gemma":0.0005952864,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008137915,"about_ca_topic_score_gemma":0.00143054,"domain_scores_codex":[0.9996171,0.00002447609,0.000009994095,0.000058949,0.000252292,0.00003715988],"domain_scores_gemma":[0.9996649,0.0001083883,0.00003465619,0.00005382942,0.00009627334,0.00004196719],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0001125449,0.00003902637,0.001030007,0.0007844631,0.00001497552,0.0007771045,0.0004071327,0.0005977111,0.06482975,0.6530754,0.02954934,0.2487825],"study_design_scores_gemma":[0.00001536143,0.00006593177,0.001329546,0.0002721607,0.000009995799,0.001525089,0.0004192795,0.000705413,0.05448968,0.1034225,0.8377096,0.0000353768],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.08921987,0.1519309,0.01340234,0.02026146,0.002630488,0.00004889146,0.0007345243,0.0002643317,0.7215073],"genre_scores_gemma":[0.826427,0.08753207,0.01551123,0.001542059,0.0009680341,0.00005299876,0.0004121907,0.00009403958,0.06746036],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.00828152,"threshold_uncertainty_score":0.02770448,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01290052174485198,"score_gpt":0.2336327988384934,"score_spread":0.2207322770936414,"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."}}