{"id":"W4406936049","doi":"10.71330/thenucleus.2010.881","title":"NANOCOMPOSITE SURFACES – 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002757419,0.0009363199,0.0007706339,0.001778598,0.0002877901,0.0008576212,0.0006080472,0.0007930982,0.005779964],"category_scores_gemma":[0.00026382,0.0003665898,0.0003613531,0.001421703,0.0002401343,0.0009797879,0.0005196027,0.0008087954,0.004034667],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004656363,"about_ca_system_score_gemma":0.0005584591,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007225733,"about_ca_topic_score_gemma":0.001153574,"domain_scores_codex":[0.9998596,0.00001203456,0.00001559555,0.00002839516,0.00006688174,0.00001748774],"domain_scores_gemma":[0.9998969,0.00003089747,0.00002205066,0.000004720815,0.00003418537,0.00001126684],"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":[0.00005622101,0.0001640664,0.0001765174,0.01672333,0.00005719324,0.0002817978,0.00005052116,0.0004882212,0.02533876,0.003895089,0.02116026,0.9316081],"study_design_scores_gemma":[0.00000531841,0.00009389612,0.0004301531,0.0009450305,0.00002758446,0.00093831,0.00002498242,0.000102066,0.005505807,0.0005901154,0.9913248,0.00001192724],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001011114,0.9905754,0.0006255651,0.000173802,0.0005619301,0.00001912415,0.00005155014,0.00002362382,0.006957796],"genre_scores_gemma":[0.004120713,0.9854138,0.001037496,0.0001935324,0.0002746763,0.00003437443,0.0001304849,0.000006908905,0.008788019],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.005779964,"threshold_uncertainty_score":0.01933587,"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."}}