{"id":"W1964673045","doi":"10.1115/imece2007-43613","title":"Characterization of Laser Assisted Maskless Micro-Deposition Technology for Fabrication of Conductive Micro Systems","year":2007,"lang":"en","type":"article","venue":"","topic":"Surface Roughness and Optical Measurements","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Materials science; Deposition (geology); Selective laser sintering; Characterization (materials science); Fabrication; Pulsed laser deposition; Laser; Thin film; Nanotechnology; Electrical conductor; Optoelectronics; Sintering; Composite material; Optics","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":[],"consensus_categories":[],"category_scores_codex":[0.0001479033,0.00007620723,0.0001678272,0.0001200756,0.00001563217,0.00000506885,0.00005536677,0.0001190529,0.000005106546],"category_scores_gemma":[0.0000216165,0.00007357676,0.00002877752,0.0002165522,0.00002634516,0.00007600566,0.000006475093,0.00003579294,0.000001814313],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005070328,"about_ca_system_score_gemma":0.000005535229,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008181314,"about_ca_topic_score_gemma":0.00000262084,"domain_scores_codex":[0.9993998,0.000007167876,0.0003008479,0.00009234362,0.00008085925,0.0001189182],"domain_scores_gemma":[0.9994575,0.00002880829,0.00008371944,0.0001072869,0.0003036006,0.00001910634],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00002128465,0.00003971103,0.001305668,0.000201547,0.00003900937,1.275943e-7,0.00002869452,0.0002338372,0.9961892,0.0003974378,0.000004973419,0.001538459],"study_design_scores_gemma":[0.0002959412,0.00003355841,0.01456482,0.00005874008,0.00002243134,0.000001427272,0.0001611043,0.001830557,0.9828655,0.00001904392,0.00007297684,0.00007396263],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7089414,0.00004345927,0.2901975,0.00001133902,0.0002016267,0.0002868038,0.00002041983,0.00005818262,0.0002392914],"genre_scores_gemma":[0.9933401,0.000006770274,0.006502117,0.000002972117,0.00001564128,0.0000249336,0.00005287056,0.00001524784,0.00003931232],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2843987,"threshold_uncertainty_score":0.3000373,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02052252295406054,"score_gpt":0.2359823574277007,"score_spread":0.2154598344736402,"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."}}