{"id":"W4309081784","doi":"10.1007/s00339-022-06183-8","title":"Comparison of laser micro-inscribed pillars on flat versus tilted substrates","year":2022,"lang":"en","type":"article","venue":"Applied Physics A","topic":"Laser Material Processing Techniques","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"RADIUS; Optics; Inscribed figure; Perpendicular; Materials science; Incidence (geometry); Focal length; Angle of incidence (optics); Beam (structure); Square (algebra); Laser; Lens (geology); Geometry; Physics; Mathematics; Computer science","routes":{"ca_aff":true,"ca_fund":true,"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":[0.00005219081,0.0001477755,0.0002246042,0.00003316236,0.00007604456,0.00002251884,0.0002081402,0.00003339331,0.00005003383],"category_scores_gemma":[0.000001515066,0.0001656421,0.00003635963,0.0002052456,0.00003016109,0.00003237869,0.00007137441,0.0001699992,0.00001908978],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006478711,"about_ca_system_score_gemma":0.00001319853,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000007637693,"about_ca_topic_score_gemma":9.291475e-7,"domain_scores_codex":[0.9993032,0.0000107917,0.0001878533,0.0001468055,0.0001788802,0.0001725171],"domain_scores_gemma":[0.9996194,0.00003836092,0.00005604364,0.0002406682,0.00001712802,0.00002835272],"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":[0.000183098,0.00007903751,0.00004958062,0.00007510201,0.00004780713,0.000001029702,0.0003449135,0.02724617,0.9641491,0.002746636,0.004185258,0.0008923209],"study_design_scores_gemma":[0.000450079,0.00007792155,0.00003949921,0.000007403502,0.00001729462,1.416687e-7,0.00007411937,0.002529553,0.9928105,0.002460516,0.001359505,0.0001734399],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9916111,0.00002309504,0.0001587346,0.000008527202,0.0002532404,0.0001567765,0.00004309447,0.0005309168,0.007214504],"genre_scores_gemma":[0.9990111,0.000002474125,0.0007005695,0.00002295373,0.00005432665,0.00007093634,0.00007866745,0.00005009671,0.000008882199],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02866147,"threshold_uncertainty_score":0.6754687,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02720816485354994,"score_gpt":0.2649624056008079,"score_spread":0.237754240747258,"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."}}