{"id":"W4391639872","doi":"10.1149/ma2023-022308mtgabs","title":"Morphology Control of Ball Milled Si-Ti Alloys and a Comparison of Their Surface Reactivity with SiO<sub>x</sub>","year":2023,"lang":"en","type":"article","venue":"ECS Meeting Abstracts","topic":"Aluminum Alloy Microstructure Properties","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Materials science; Morphology (biology); Chemical engineering; Ball mill; Crystallography; Metallurgy; Chemistry","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001542564,0.0003199336,0.0002068928,0.0002107508,0.0001572366,0.0004070206,0.000248043,0.0002557861,0.001026565],"category_scores_gemma":[0.0003038528,0.0002040766,0.0002003819,0.0003223231,0.000233496,0.0002142037,0.0001093449,0.0003205885,0.0003599847],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003350309,"about_ca_system_score_gemma":0.00009867866,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004246811,"about_ca_topic_score_gemma":0.00112255,"domain_scores_codex":[0.9998434,0.00001016695,0.00001265625,0.00004292119,0.00007487415,0.00001607872],"domain_scores_gemma":[0.9997955,0.00003851769,0.00006953612,0.0000211333,0.00005784661,0.00001763315],"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":[0.00004826665,0.000008920484,0.0001036224,0.0000303634,0.000002471294,0.00001467501,0.00001928494,0.00007837454,0.9978734,0.00002805626,0.00002320093,0.001769308],"study_design_scores_gemma":[0.000004739815,0.0001528745,0.002054963,0.000001605015,0.000005203261,0.00004509294,0.00001865773,0.0006304993,0.9961883,0.0000139499,0.0008807832,0.000003304424],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9891093,0.002347876,0.005706871,0.0000578111,0.00008988634,0.00005513344,0.0002548139,0.0001551993,0.002223263],"genre_scores_gemma":[0.9838304,0.001616487,0.01089218,0.00004975966,0.00002121458,0.00005252061,0.0003588179,0.0001096241,0.003069],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001026565,"threshold_uncertainty_score":0.003434241,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01236727378958254,"score_gpt":0.2112706129590322,"score_spread":0.1989033391694497,"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."}}