{"id":"W1591895175","doi":"10.1002/9783527646821.ch5","title":"Nanomaterials: Laser‐Induced Nano/Microfabrications","year":2012,"lang":"en","type":"other","venue":"Nanomaterials","topic":"Laser Material Processing Techniques","field":"Engineering","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Laser; Nanomaterials; Femtosecond; Materials science; Nanotechnology; Substrate (aquarium); Nano-; Fabrication; Optoelectronics; Optics; Composite material; Physics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001953555,0.0004219639,0.0002268573,0.0005617627,0.0003545253,0.0003787374,0.0004690999,0.0003578214,0.009823972],"category_scores_gemma":[0.0001231868,0.0001209512,0.0001240233,0.0003642133,0.0002799639,0.0003485989,0.0004713994,0.0003170439,0.004833534],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000463499,"about_ca_system_score_gemma":0.0001760738,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002672198,"about_ca_topic_score_gemma":0.0007922997,"domain_scores_codex":[0.9998581,0.00001047593,0.00000508727,0.00003157281,0.00007839604,0.00001627344],"domain_scores_gemma":[0.9999568,0.000007704986,0.00000875894,0.000009747589,0.00001086754,0.000006206518],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001115513,0.0001609271,0.0003602958,0.0008526318,0.00001153501,0.0003969991,0.0001084745,0.00114247,0.6937765,0.03681708,0.02136497,0.2448966],"study_design_scores_gemma":[0.00002247733,0.0001334906,0.001328069,0.00005093488,0.00001339066,0.001219336,0.0000269729,0.005321687,0.5128378,0.00401626,0.4750086,0.00002101535],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.17281,0.05422338,0.19598,0.002189335,0.00207511,0.0005436377,0.001612689,0.007082327,0.5634835],"genre_scores_gemma":[0.4969406,0.02449428,0.127158,0.0009623931,0.0007605072,0.0005790283,0.001484783,0.0005951052,0.3470252],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.009823972,"threshold_uncertainty_score":0.03286445,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01683548186391402,"score_gpt":0.2412079181031965,"score_spread":0.2243724362392825,"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."}}