{"id":"W2276459636","doi":"10.1007/978-3-319-09230-0_19-1","title":"Graphene-Bioceramic Composites","year":2015,"lang":"en","type":"book-chapter","venue":"","topic":"Graphene and Nanomaterials Applications","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"","keywords":"Bioceramic; Graphene; Materials science; Biocompatibility; Ceramic; Composite material; Oxide; Composite number; Nanotechnology; Metallurgy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00003596018,0.0002467201,0.0002490355,0.000127089,0.00002786488,0.00002944891,0.0001533981,0.0002193919,0.0009662657],"category_scores_gemma":[4.604778e-7,0.0002375248,0.00009072979,0.00002334842,0.00003204838,0.00003130234,0.00002503582,0.00009209057,0.0009768357],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002939029,"about_ca_system_score_gemma":0.00001184049,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006259841,"about_ca_topic_score_gemma":0.00001308251,"domain_scores_codex":[0.999386,0.000001557147,0.0002100328,0.0001571684,0.0001087658,0.0001364453],"domain_scores_gemma":[0.999509,0.00001140792,0.00002719128,0.000317289,0.00005052884,0.00008459481],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000002725276,0.000006528702,0.000004909375,0.00006830239,0.0001706166,0.000003533001,0.00001691698,0.0002262294,0.009250154,0.8015826,0.1868104,0.001857089],"study_design_scores_gemma":[0.0001399439,0.0000190076,0.00001281119,0.00003408967,0.00006868576,0.000007833819,0.000001507531,0.0001887004,0.003918462,0.1124359,0.8827055,0.0004675399],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0006495318,0.002385541,0.000362684,0.0000192193,0.0002639128,0.0001842398,0.00008541776,0.0007630156,0.9952865],"genre_scores_gemma":[0.09171207,0.00200005,0.003226108,0.0001242165,0.0005586215,0.00007666263,0.0008472084,0.0003926301,0.9010624],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6958951,"threshold_uncertainty_score":0.999947,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02022306071436651,"score_gpt":0.2064142956011454,"score_spread":0.1861912348867789,"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."}}