{"id":"W1974073359","doi":"10.1107/s1600576713032901","title":"<i>COSET</i>: a program for deriving and testing merohedral and pseudo-merohedral twin laws","year":2014,"lang":"en","type":"article","venue":"Journal of Applied Crystallography","topic":"Radioactive element chemistry and processing","field":"Chemistry","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Executable; Coset; Computer science; Python (programming language); Programming language; Mathematics; Discrete mathematics","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":[0.001146092,0.001621758,0.001161902,0.001035715,0.001209511,0.001274826,0.002818519,0.0007164751,0.1280258],"category_scores_gemma":[0.002747815,0.001099614,0.0009115087,0.00095199,0.0006415576,0.001817928,0.001420148,0.001913544,0.03342549],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007078494,"about_ca_system_score_gemma":0.001260002,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001722335,"about_ca_topic_score_gemma":0.002789678,"domain_scores_codex":[0.9995436,0.0000497993,0.0000353475,0.0001259297,0.0001832576,0.00006196246],"domain_scores_gemma":[0.9990246,0.0004122165,0.0001220147,0.0001409885,0.0002255333,0.00007449119],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001164014,0.0003633449,0.009862294,0.002005551,0.0001603131,0.001334532,0.0007878245,0.01412725,0.0617652,0.02566961,0.6579412,0.2248188],"study_design_scores_gemma":[0.0006927064,0.0002968881,0.006323718,0.000287414,0.00008759549,0.001566882,0.0002734389,0.2132104,0.2110426,0.02388254,0.5419879,0.0003479306],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"methods","genre_gemma":"software","genre_scores_codex":[0.0357205,0.0002440379,0.4506127,0.0004737134,0.0003660715,0.000580053,0.04395407,0.4187945,0.04925439],"genre_scores_gemma":[0.1168603,0.0004490001,0.6223762,0.0005595456,0.0001034769,0.001688157,0.0720203,0.1475079,0.03843517],"genre_candidate":"software","genre_consensus":null,"teacher_disagreement_score":0.1280258,"threshold_uncertainty_score":0.4282891,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0111337081836752,"score_gpt":0.2419746008808772,"score_spread":0.230840892697202,"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."}}