{"id":"W4254822252","doi":"10.1353/nin.2005.0010","title":"Diamond Quotes","year":2005,"lang":"en","type":"article","venue":"Nine","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Materials science","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00006519389,0.00004707338,0.00005196351,0.00002993338,0.00001937679,0.000008751957,0.00006088206,0.00001850245,0.005472633],"category_scores_gemma":[0.00004808317,0.00004177742,0.00001750364,0.00009732443,0.00001996502,0.00007206837,0.0000176123,0.0000439569,0.03718625],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002383601,"about_ca_system_score_gemma":0.000006620163,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001194106,"about_ca_topic_score_gemma":0.00007668763,"domain_scores_codex":[0.9996365,0.000008578192,0.00005819008,0.00008040159,0.00009328881,0.0001230149],"domain_scores_gemma":[0.9997712,0.00001634318,0.00001671108,0.0001384645,0.00001648066,0.00004081005],"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":[0.00001724414,0.0001178148,0.01894401,0.000003165491,0.00001563664,0.000006805253,0.0002475836,0.0001487309,0.1371018,0.001493031,0.8112806,0.03062353],"study_design_scores_gemma":[0.0003343562,0.00001877821,0.0332997,0.00000390696,0.000006543545,0.000004202243,0.000006498795,0.0004592279,0.04238164,0.00003579135,0.9233608,0.00008855724],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7739807,0.0005425637,0.00002289638,0.001056683,0.00004971994,0.00005617324,0.0000151302,0.0002649046,0.2240113],"genre_scores_gemma":[0.9517586,0.000001911325,0.001959537,0.0001664468,0.0003403076,0.000003447267,0.000008614479,0.00002926581,0.04573182],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1782794,"threshold_uncertainty_score":0.9954365,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01222856581190374,"score_gpt":0.2563511393035199,"score_spread":0.2441225734916161,"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."}}