{"id":"W2929350712","doi":"10.5539/apr.v11n3p1","title":"Femtosecond Laser Structuring of Materials: A Review","year":2019,"lang":"en","type":"review","venue":"Applied Physics Research","topic":"Laser Material Processing Techniques","field":"Engineering","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Femtosecond; Silicon; Laser; Materials science; Structuring; Materials processing; Absorption (acoustics); Optoelectronics; Optics; Nanotechnology; Physics; Composite material; Process engineering","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003329904,0.0008605038,0.000852235,0.002177052,0.0003681816,0.0007465343,0.000638869,0.0008386736,0.004196102],"category_scores_gemma":[0.0004074766,0.0003802934,0.000453058,0.002514271,0.0003299702,0.001167778,0.0005379279,0.0009285229,0.00218486],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004376491,"about_ca_system_score_gemma":0.0006769416,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001004833,"about_ca_topic_score_gemma":0.00119068,"domain_scores_codex":[0.9998559,0.00001340404,0.00001797761,0.00003765541,0.00005838668,0.0000166199],"domain_scores_gemma":[0.9998015,0.00009627767,0.00003147683,0.000008494525,0.00004898403,0.00001334392],"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":[0.00004778335,0.0001109106,0.0002029005,0.03446857,0.0000681118,0.0002511474,0.0001067683,0.000744711,0.009777649,0.006358977,0.02208147,0.925781],"study_design_scores_gemma":[0.000005666669,0.00009265975,0.0005681573,0.002396435,0.00006240128,0.001280653,0.00005210238,0.0001376622,0.003072039,0.001564616,0.9907476,0.0000200845],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002622422,0.9978151,0.0002277985,0.0000821293,0.0001297652,0.0000052212,0.00001797154,0.000009579082,0.001450097],"genre_scores_gemma":[0.001350145,0.9967549,0.0004743059,0.0001017303,0.00008717561,0.000009834708,0.00003920692,0.000002879887,0.00117981],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.004196102,"threshold_uncertainty_score":0.01403737,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1629611086033683,"score_gpt":0.4149714536272901,"score_spread":0.2520103450239218,"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."}}