{"id":"W6921170821","doi":"10.6084/m9.figshare.c.7766570","title":"Supplementary material from \"Diamond Thin Films: A 21st Century Material. Part 2: A New Hope\"","year":2025,"lang":"en","type":"other","venue":"Figshare","topic":"","field":"","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Diamond; Chemical vapor deposition; Enthusiasm; Quarter (Canadian coin)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0000582345,0.001200547,0.001112193,0.0004904844,0.000098235,0.0006172992,0.00137952,0.0009787835,0.9976442],"category_scores_gemma":[0.0002435044,0.001242796,0.0003060697,0.0003083411,0.00001923003,0.0001416502,0.00117845,0.0004175975,0.05807782],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002275473,"about_ca_system_score_gemma":0.0008137504,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01473825,"about_ca_topic_score_gemma":0.002988886,"domain_scores_codex":[0.9958959,0.0002372702,0.0007203781,0.001403934,0.0007297433,0.001012831],"domain_scores_gemma":[0.9972653,0.00005520877,0.0006921674,0.00153036,0.00006191237,0.0003950487],"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":[0.0001459737,0.00008014098,0.000004206261,0.0005772338,0.0004128021,0.0001509621,0.0000911711,3.965399e-7,0.000304233,0.000005653036,0.9979813,0.0002460036],"study_design_scores_gemma":[0.001204423,0.00003823917,0.00003909942,0.01540272,0.0001915359,0.000003450612,0.00008555561,0.000001626531,0.003244894,0.00003145332,0.9786178,0.0011392],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.000008582582,0.0008304907,2.261324e-8,0.0000647554,0.002503842,0.001525094,0.8091785,0.0008750675,0.1850137],"genre_scores_gemma":[0.000008283171,0.0000531141,0.0003427674,0.0005026717,0.004450555,0.0004623678,0.6887662,0.001299379,0.3041146],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.9395664,"threshold_uncertainty_score":0.9990022,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02204671398338488,"score_gpt":0.2518964970173833,"score_spread":0.2298497830339984,"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."}}