{"id":"W2895786870","doi":"10.2351/1.5061456","title":"Effect of grain size on the laser machinability of alumina","year":2009,"lang":"en","type":"article","venue":"","topic":"Laser Material Processing Techniques","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Machinability; Materials science; Grain size; Laser; Ceramic; Machining; Grain boundary; Laser beam machining; Composite material; Metallurgy; Laser beams; Microstructure; Optics","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":[0.0004606907,0.00008005749,0.000137177,0.0000143106,0.00001095569,0.00000594619,0.0001333474,0.00003580438,0.00009005656],"category_scores_gemma":[0.0001795063,0.00004494682,0.00003730277,0.00006570586,0.00003538111,0.00003121172,0.00001105717,0.00005389913,0.000002773349],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001435482,"about_ca_system_score_gemma":0.000003086575,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001947535,"about_ca_topic_score_gemma":0.000001098501,"domain_scores_codex":[0.9995828,0.00005748617,0.0001325828,0.00006376499,0.00008351916,0.00007979658],"domain_scores_gemma":[0.9995037,0.0002094085,0.0000209225,0.0002386685,0.00001442048,0.00001283517],"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":[0.0003648977,0.0002008491,0.001072231,0.001731173,0.00005306838,0.000003817071,0.000416625,0.0007223926,0.8950189,0.007318426,0.01931254,0.07378512],"study_design_scores_gemma":[0.00007632749,0.0003466033,0.00173486,0.00002935408,0.000006426039,3.048341e-7,0.00000171217,0.0006575477,0.9933225,0.003678287,0.00009924038,0.00004683465],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9889162,0.000007386901,0.0002223217,0.0001718377,0.0000410539,0.0001534039,0.000003292003,0.0002740526,0.01021044],"genre_scores_gemma":[0.9994081,0.000001489241,0.000464537,0.00004366862,0.00001093766,0.000005130302,4.880681e-7,0.000007591503,0.00005805789],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09830365,"threshold_uncertainty_score":0.1832878,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003377424552452489,"score_gpt":0.2231865569428725,"score_spread":0.21980913239042,"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."}}