{"id":"W2563590228","doi":"10.3390/ma9121023","title":"Effect of Repetition Rate on Femtosecond Laser-Induced Homogenous Microstructures","year":2016,"lang":"en","type":"article","venue":"Materials","topic":"Laser Material Processing Techniques","field":"Engineering","cited_by":39,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Materials science; Microstructure; Femtosecond; Laser; Lacunarity; Texture (cosmology); Machining; Pulse (music); Irradiation; Dielectric; Analytical Chemistry (journal); Optics; Composite material; Metallurgy; Optoelectronics; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003919934,0.0002977756,0.0002503844,0.0002102847,0.00016502,0.0002994416,0.0002736139,0.0003571592,0.001229703],"category_scores_gemma":[0.001159073,0.0002529185,0.000249271,0.0001486204,0.0002734197,0.0002633794,0.000202708,0.0003598972,0.0002108153],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002379919,"about_ca_system_score_gemma":0.000134247,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005865538,"about_ca_topic_score_gemma":0.0008719591,"domain_scores_codex":[0.9996637,0.00004030787,0.00002356396,0.00008234874,0.0001248891,0.00006513346],"domain_scores_gemma":[0.9989303,0.0004720153,0.0002631138,0.0001268509,0.0001593368,0.00004831533],"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":[0.00006900996,0.00000902661,0.0003502631,0.00003232517,0.000005956651,0.00005128418,0.00003762498,0.0002390154,0.9973333,0.00001687672,0.0000110338,0.001844392],"study_design_scores_gemma":[0.000009971504,0.0004763738,0.01175033,0.000004991897,0.00001922171,0.0001239015,0.00004626219,0.001762816,0.985269,0.00002348061,0.0005004281,0.00001319222],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9958632,0.0007512897,0.002540802,0.00002853549,0.00001804936,0.00001825766,0.00003816461,0.00007750547,0.0006642002],"genre_scores_gemma":[0.9966781,0.000327016,0.002380009,0.000016477,0.000009036239,0.00001313214,0.00003652679,0.00003299974,0.0005067477],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001229703,"threshold_uncertainty_score":0.004113793,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004878569427941655,"score_gpt":0.2155777263739337,"score_spread":0.2106991569459921,"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."}}