{"id":"W3052839170","doi":"10.2351/7.0000183","title":"Analysis of overlapping rate of spot derived from ablated monocrystalline silicon by femtosecond laser","year":2020,"lang":"en","type":"article","venue":"Journal of Laser Applications","topic":"Laser-induced spectroscopy and plasma","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Optics; Materials science; Laser; Centroid; Femtosecond; Monocrystalline silicon; Deflection (physics); Silicon; Physics; Artificial intelligence; Optoelectronics; Computer science","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":[0.000135022,0.0001496796,0.000534407,0.0001683171,0.00003272572,0.00001661178,0.0002359374,0.0000940954,0.0004269493],"category_scores_gemma":[0.00002730712,0.000145315,0.0002250703,0.0009144449,0.00002988994,0.0001581433,0.00001871161,0.0002495283,0.00000850678],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003593655,"about_ca_system_score_gemma":0.00003635182,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003430424,"about_ca_topic_score_gemma":0.00003541919,"domain_scores_codex":[0.9987673,0.0000355706,0.0007724522,0.0001329446,0.0001484737,0.0001432447],"domain_scores_gemma":[0.9988585,0.0002087335,0.0004092092,0.0002139213,0.0001505053,0.0001591324],"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":[0.00004774658,0.000066603,0.000790221,0.00003911428,0.001342421,0.000002434764,0.0002385598,0.1138551,0.8827598,0.00001387411,0.0006333087,0.0002108049],"study_design_scores_gemma":[0.000606337,0.00006374242,0.004735936,0.00002280867,0.001101604,0.000001163752,0.0001110336,0.04816142,0.9420627,0.00009750588,0.002883648,0.000152133],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9777185,0.0002531026,0.0207613,0.0002462769,0.00002969458,0.0001301018,0.0005506828,0.00002864185,0.0002817069],"genre_scores_gemma":[0.9985067,0.0001906499,0.0009658649,0.00009564106,0.00007502564,0.000007881929,0.0001197781,0.00002141143,0.00001707846],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06569367,"threshold_uncertainty_score":0.5925775,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01169737541323211,"score_gpt":0.2255077484121825,"score_spread":0.2138103729989504,"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."}}