{"id":"W4387397930","doi":"10.1353/nin.2023.a903308","title":"Diamond Quotes","year":2023,"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":[0.001374433,0.0009675394,0.001181358,0.002269947,0.006360041,0.007240646,0.002509541,0.004398292,0.7402896],"category_scores_gemma":[0.01321689,0.0007323976,0.0009978253,0.001773944,0.00110687,0.003088373,0.004268218,0.006847301,0.5244248],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002866485,"about_ca_system_score_gemma":0.003501874,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02149289,"about_ca_topic_score_gemma":0.0506512,"domain_scores_codex":[0.9978515,0.0002264664,0.0000842713,0.0002183258,0.001250867,0.0003686595],"domain_scores_gemma":[0.9966444,0.0009249536,0.00006614529,0.000231713,0.00169334,0.0004394267],"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":[0.00002187166,0.00001360889,0.00004043175,0.00003446321,0.000001684893,0.00005001844,0.00006911602,0.0000090515,0.00005371028,0.006062827,0.9872487,0.006394461],"study_design_scores_gemma":[0.0000111158,0.000005758016,0.0001340337,0.00004791458,0.000002386382,0.00002509253,0.0002470434,0.00002170389,0.00009338605,0.002191052,0.9972126,0.000007991957],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0002602315,0.0003491427,0.0004730645,0.01139583,0.009282381,0.0001200741,0.001233479,0.0004727613,0.9764131],"genre_scores_gemma":[0.001615448,0.0001244686,0.0001970444,0.004985793,0.0006136257,0.00005116889,0.0003956525,0.0003483909,0.9916683],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2597104,"threshold_uncertainty_score":0.3704453,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02819123133824814,"score_gpt":0.2868346424087362,"score_spread":0.258643411070488,"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."}}