{"id":"W4404481341","doi":"10.59499/wp225372000","title":"Effect Of Alloy Composition On The Atomization By EIGA Process","year":2022,"lang":"en","type":"article","venue":"","topic":"Metallurgy and Material Forming","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Safran Electronics (Canada)","funders":"","keywords":"Alloy; Process (computing); Composition (language); Metallurgy; Materials science; Computer science; Programming language; Art","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":[0.0001669599,0.0000376352,0.00005080162,0.00001289569,0.00005284867,0.000004519016,0.00004782015,0.000009047469,0.0006194398],"category_scores_gemma":[0.000003209018,0.00002488494,0.00001354286,0.00004936424,0.000004097171,0.00002801658,0.000009281689,0.00003542982,0.000006448716],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001039831,"about_ca_system_score_gemma":0.00000132912,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003222634,"about_ca_topic_score_gemma":1.651084e-7,"domain_scores_codex":[0.9997522,0.00003632377,0.00006145613,0.00003325187,0.00007338793,0.0000433565],"domain_scores_gemma":[0.9998921,0.00003728415,0.00001139259,0.00004861113,0.000003852893,0.000006827309],"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":[0.0001344362,0.0000276413,0.0000391536,0.0002628504,0.00004384542,6.949431e-7,0.0003000811,0.1956826,0.7878078,0.00944439,0.004227424,0.002029045],"study_design_scores_gemma":[0.0001398856,0.0001078172,0.000006959875,0.000005365057,0.000007307429,0.000001197302,0.00001670357,0.03264294,0.9658041,0.00005048362,0.001175218,0.00004202905],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9946145,0.000009755508,0.0007914397,0.00002655246,0.0001444562,0.0001164699,0.000003395606,0.00006501401,0.004228394],"genre_scores_gemma":[0.9998033,0.00000148368,0.000007739005,0.00002546553,0.000008332143,0.00003505284,0.00002629803,0.000006582397,0.00008574957],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1779962,"threshold_uncertainty_score":0.6782432,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.002962658632226121,"score_gpt":0.1956011915494789,"score_spread":0.1926385329172528,"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."}}