{"id":"W7018092825","doi":"","title":"Comparison study of H13 tool steel microstructure produced by laser cladding and laser consolidation","year":2010,"lang":"en","type":"article","venue":"NPARC","topic":"Additive Manufacturing Materials and Processes","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Microstructure; Indentation hardness; Laser; Tool steel; Residual stress; Cladding (metalworking)","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":[0.0001725902,0.0001250941,0.000152396,0.0003856366,0.0001784955,0.0001994032,0.0001741166,0.0002399533,0.0007143714],"category_scores_gemma":[0.0002145235,0.0002028471,0.0001685502,0.0002919969,0.0002552151,0.0001190226,0.00008401615,0.000165957,0.0001101444],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000346438,"about_ca_system_score_gemma":0.0002492551,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004076543,"about_ca_topic_score_gemma":0.01117278,"domain_scores_codex":[0.9998507,0.000006846912,0.000008189852,0.00002292636,0.0000857932,0.00002540721],"domain_scores_gemma":[0.9997749,0.00002761013,0.00005342382,0.00001900782,0.0001057085,0.00001938987],"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":[0.00006832509,0.00001049897,0.002293153,0.00004170814,0.000006272587,0.00006728969,0.00007739642,0.0003762185,0.9945189,0.00006044695,0.00002428065,0.00245551],"study_design_scores_gemma":[0.00001468976,0.0006275048,0.1527717,0.000009993864,0.00003253057,0.0002579573,0.000177056,0.002680753,0.8424275,0.00003423657,0.0009520578,0.0000140378],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983565,0.0001370878,0.0007008182,0.000004203217,0.000002498688,0.000007997121,0.00006986366,0.00001826067,0.0007026656],"genre_scores_gemma":[0.9978981,0.0001056666,0.00128676,0.000005113792,0.000001477948,0.000004762462,0.000101232,0.000006697394,0.0005901711],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004076543,"threshold_uncertainty_score":0.008105636,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009013910018248333,"score_gpt":0.2385172772093377,"score_spread":0.2295033671910894,"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."}}