{"id":"W7071388201","doi":"","title":"STRUCTURE DETERMINATION FROM POWDER DIFFRACTION DATA OF SOME MOISTURE-SENSITIVE NETWORK COORDINATION COMPOUNDS","year":2013,"lang":"en","type":"article","venue":"NPARC","topic":"Machine Learning in Bioinformatics","field":"Biochemistry, Genetics and Molecular Biology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Monoclinic crystal system; Orthorhombic crystal system; Powder diffraction; Ionic conductivity; Lithium (medication); Crystal structure; Adduct; Coordination complex; Electrolyte","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":[0.00009498951,0.0001480408,0.000163908,0.0004642606,0.000208538,0.0002235359,0.0002751002,0.0001942567,0.001219301],"category_scores_gemma":[0.0003727112,0.0001100989,0.0001093186,0.0005234151,0.000139104,0.0002076416,0.0000856757,0.0002131012,0.0001984442],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002666481,"about_ca_system_score_gemma":0.0002010469,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001470801,"about_ca_topic_score_gemma":0.001490023,"domain_scores_codex":[0.9999177,0.000008855614,0.000007757549,0.00002315128,0.0000313083,0.00001116074],"domain_scores_gemma":[0.9998872,0.00002453708,0.00002807194,0.00001187653,0.00003516085,0.00001309524],"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":[0.0001856333,0.00003426543,0.003731363,0.000111041,0.00001293303,0.0002229591,0.00006504961,0.0007472456,0.9828339,0.0002785326,0.0003924947,0.01138471],"study_design_scores_gemma":[0.00004908709,0.0002196878,0.02221493,0.00001087109,0.00002807082,0.0008108846,0.0001283917,0.005290229,0.9570279,0.0001815621,0.01402424,0.0000141544],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9914621,0.001056231,0.003327877,0.0001105454,0.00001220077,0.0000211451,0.001934685,0.00006384727,0.002011382],"genre_scores_gemma":[0.9890371,0.0008339812,0.006606244,0.00002200291,0.00000827778,0.00002037685,0.002616029,0.00002253331,0.0008334402],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001470801,"threshold_uncertainty_score":0.004078984,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009501399360283744,"score_gpt":0.2521309199956617,"score_spread":0.242629520635378,"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."}}