{"id":"W4406936049","doi":"10.71330/thenucleus.2010.881","title":"NANOCOMPOSITE SURFACES â€“ A REVIEW","year":2010,"lang":"en","type":"review","venue":"The Nucleus","topic":"Laser-Ablation Synthesis of Nanoparticles","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"Natural Sciences and Engineering Research Council of Canada; Alberta Innovates","keywords":"Nanocomposite; Materials science; Composite material; Nanotechnology","routes":{"ca_aff":true,"ca_fund":true,"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":[],"category_scores_codex":[0.0003906796,0.0003338898,0.001023342,0.00004353466,0.00007779928,0.00006571503,0.000675879,0.0001740439,0.0003227649],"category_scores_gemma":[0.00005216059,0.0001998088,0.0003252256,0.0002455816,0.0000553026,0.00008244794,0.00007257349,0.0004323843,0.003244592],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004037797,"about_ca_system_score_gemma":0.00002920232,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003711493,"about_ca_topic_score_gemma":0.000004994796,"domain_scores_codex":[0.9987741,0.0001132651,0.0004794013,0.0001781535,0.0001969932,0.0002580964],"domain_scores_gemma":[0.9987053,0.0003202054,0.0001211256,0.0007578171,0.00002504483,0.00007049197],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[2.024038e-7,0.00001101825,1.197129e-7,0.01615189,0.00006885757,0.000002627474,0.0000120345,0.00001356133,0.00004426843,0.00002951119,0.008107346,0.9755586],"study_design_scores_gemma":[0.00002408798,0.000004463343,0.000001662098,0.01854063,0.0005252439,0.00003055978,4.759227e-7,0.0000343128,0.00004445626,0.00001216425,0.9805403,0.0002416866],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00002843867,0.99579,0.000002624522,0.00008381168,0.0003344097,0.0006665043,0.00003953326,0.0004240106,0.002630668],"genre_scores_gemma":[0.00001266067,0.9990696,0.0002540497,0.0000809265,0.0001252773,0.00007833076,0.00001034093,0.0001125255,0.0002562419],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9753169,"threshold_uncertainty_score":0.9975315,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03283769580786543,"score_gpt":0.281021858304511,"score_spread":0.2481841624966455,"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."}}