{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00117183,0.00113131,0.0009263328,0.001615816,0.001566391,0.003776335,0.002779176,0.002089031,0.8674808],"category_scores_gemma":[0.005484601,0.0007302298,0.0009618116,0.002345666,0.000418044,0.00351114,0.002576027,0.001958899,0.631452],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001706793,"about_ca_system_score_gemma":0.001886037,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002580656,"about_ca_topic_score_gemma":0.006435169,"domain_scores_codex":[0.9992009,0.00009239527,0.00004929402,0.0001463784,0.0004065745,0.0001044767],"domain_scores_gemma":[0.9977738,0.0005490095,0.00009283559,0.0002749996,0.0008154841,0.000493857],"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":[0.00003278685,0.000007709547,0.00002818355,0.0002684068,0.000003370706,0.00002356569,0.000007870126,0.00004177619,0.0002750104,0.001648398,0.984355,0.01330795],"study_design_scores_gemma":[0.00002211088,0.000006598291,0.0001179694,0.00009647693,0.000003507669,0.00005101048,0.000007488532,0.00005864526,0.0003509871,0.001810312,0.9974661,0.000008832133],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0007903279,0.005872157,0.01055939,0.01297712,0.02344283,0.0003699895,0.4252934,0.01590913,0.5047857],"genre_scores_gemma":[0.005914784,0.007916519,0.01065388,0.008048456,0.002971514,0.0004732386,0.3872723,0.0127924,0.5639569],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8674808,"threshold_uncertainty_score":0.1890225,"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."}}