{"id":"W6989333141","doi":"","title":"Application of picosecond laser for polishing of AISI H13 tool steel sample prepared by micro milling","year":2013,"lang":"en","type":"article","venue":"NPARC","topic":"Laser Material Processing Techniques","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Polishing; Surface roughness; Fluence; Surface finish; Laser; Tool steel; Offset (computer science)","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":[0.0002110102,0.0001858905,0.0002069321,0.0002030752,0.0001970691,0.0001930355,0.0002173777,0.0002621566,0.0008173033],"category_scores_gemma":[0.0002986644,0.0001586282,0.0001897652,0.0003516047,0.0002177872,0.0001503979,0.0001268063,0.0002908059,0.0002259989],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002498497,"about_ca_system_score_gemma":0.0002153361,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009478768,"about_ca_topic_score_gemma":0.002213243,"domain_scores_codex":[0.999803,0.00001109449,0.000009995172,0.00003691834,0.0001138796,0.00002511535],"domain_scores_gemma":[0.9998509,0.00003852599,0.00003387938,0.00001958299,0.00004889394,0.000008291958],"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":[0.00002297157,0.000003669469,0.0002175667,0.00004019551,0.000002288984,0.00003338651,0.00002717433,0.0001733908,0.9972737,0.00004027313,0.00002388602,0.002141451],"study_design_scores_gemma":[0.000002384096,0.0001048001,0.003831321,0.000002357851,0.000003347934,0.00005608052,0.00003698448,0.0009916167,0.9943163,0.00002346757,0.0006267889,0.000004655209],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.985134,0.0004735913,0.01300411,0.00004026005,0.00001208987,0.00002521198,0.0001522089,0.00008058199,0.001077901],"genre_scores_gemma":[0.9822397,0.0003595937,0.01632198,0.00002042233,0.000003468513,0.00002419385,0.0001488547,0.00002386075,0.0008577845],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0009478768,"threshold_uncertainty_score":0.002734125,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006672462585833349,"score_gpt":0.2133609752867247,"score_spread":0.2066885127008913,"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."}}