{"id":"W4407683020","doi":"10.1021/acs.oprd.4c00422","title":"Inverse Transformation of Glycine by Crystal Size Control","year":2025,"lang":"en","type":"article","venue":"Organic Process Research & Development","topic":"Crystallization and Solubility Studies","field":"Materials Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Process Research Ortech (Canada)","funders":"National Research Foundation of Korea","keywords":"Glycine; Transformation (genetics); Inverse; Crystal (programming language); Chemistry; Mathematics; Materials science; Computer science; Amino acid; Biochemistry","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":[0.0002540096,0.0004515708,0.0002782317,0.0002942695,0.0002136542,0.0002807835,0.0004426248,0.0003528294,0.0009024187],"category_scores_gemma":[0.0003455074,0.0002497392,0.0002959881,0.0002236329,0.0003476917,0.0006388093,0.0004030227,0.000920867,0.0003596814],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00031309,"about_ca_system_score_gemma":0.0002253996,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004000501,"about_ca_topic_score_gemma":0.0007652882,"domain_scores_codex":[0.9997383,0.00002071921,0.0000180137,0.00008513457,0.0001077156,0.00003016992],"domain_scores_gemma":[0.9998415,0.00004807999,0.00004347511,0.00001948491,0.00003589241,0.00001157753],"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":[0.00001471328,0.00001542787,0.00004170561,0.00005952289,0.000002924624,0.00004730008,0.00003413463,0.0001366414,0.9950582,0.0005391873,0.0000692726,0.003980978],"study_design_scores_gemma":[0.000007466479,0.00005905015,0.0001336697,0.000002322678,0.00000327109,0.00007135385,0.000007079739,0.001424934,0.9953674,0.00009247402,0.002825087,0.000005826412],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7935528,0.00498199,0.1854981,0.0005621308,0.0003580691,0.0004233053,0.0003160278,0.0007636512,0.01354396],"genre_scores_gemma":[0.9180371,0.002495428,0.07241905,0.0002158528,0.00006988281,0.0002433731,0.0002202183,0.0002234491,0.00607561],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0009024187,"threshold_uncertainty_score":0.003018856,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02038081372289433,"score_gpt":0.3290364258126862,"score_spread":0.3086556120897919,"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."}}