{"id":"W2094602248","doi":"10.1016/j.tsf.2006.09.001","title":"Synthesis of carbon nanofiber films and nanofiber composite coatings by laser-assisted catalytic chemical vapor deposition","year":2006,"lang":"en","type":"article","venue":"Thin Solid Films","topic":"Diamond and Carbon-based Materials Research","field":"Materials Science","cited_by":12,"is_retracted":false,"has_abstract":false,"ca_institutions":"Polytechnique Montréal","funders":"","keywords":"Carbon nanofiber; Chemical vapor deposition; Nanofiber; Materials science; Chemical engineering; Composite number; Catalysis; Carbon fibers; Composite material; Nanotechnology; Chemistry; Carbon nanotube; Organic chemistry","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005432929,0.0002804204,0.0005161804,0.00008360091,0.0001145322,0.0001543129,0.0002891189,0.0002024546,0.0002544869],"category_scores_gemma":[0.00004479833,0.0002523258,0.00008105163,0.000182249,0.0003187725,0.0001465847,0.0001580439,0.0001031908,0.00003683499],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004610891,"about_ca_system_score_gemma":0.00006526487,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002626287,"about_ca_topic_score_gemma":0.00002205857,"domain_scores_codex":[0.9977483,0.000123993,0.000568138,0.0004873232,0.0005536171,0.000518626],"domain_scores_gemma":[0.9989241,0.0002047415,0.0002385083,0.0003661425,0.0001174633,0.000149],"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":[0.00009860481,0.0001806863,0.0002207473,0.0001759127,0.00001023387,0.00001634068,0.00007839603,0.00002153608,0.9956208,0.00003021348,0.003356905,0.000189606],"study_design_scores_gemma":[0.0004698384,0.00006509957,0.000545149,0.0001550688,0.00006105382,0.0000290767,0.00004380911,0.0009348018,0.9972825,0.00009634455,0.00002866263,0.0002886029],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9949437,0.0001849253,0.00001533687,0.0001033592,0.0001890338,0.0002580187,0.000263011,0.0001086664,0.003933934],"genre_scores_gemma":[0.9967499,0.00001210546,0.002378606,0.00007651261,0.00005152015,0.00007028988,0.0001507411,0.00004485344,0.0004654679],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003468466,"threshold_uncertainty_score":0.9999929,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007304364715833534,"score_gpt":0.2341330054365726,"score_spread":0.2268286407207391,"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."}}