{"id":"W2557642693","doi":"10.1107/s2053273314092079","title":"MxDC & MxLIVE:Software for Macromolecular Crystallography Experiments at the CLS","year":2014,"lang":"en","type":"article","venue":"Acta Crystallographica Section A Foundations and Advances","topic":"Enzyme Structure and Function","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Light Source (Canada)","funders":"","keywords":"Beamline; Software; Interface (matter); Automation; Computer science; Data reduction; Data management; User interface; Sample (material); Computer hardware; Optics; Engineering; Physics; Operating system; Database; Beam (structure); Data mining; Mechanical engineering","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.005070586,0.00331991,0.002852635,0.003752785,0.00103046,0.00353162,0.007941074,0.001307138,0.1380089],"category_scores_gemma":[0.006628614,0.003113931,0.002044779,0.002564308,0.0009468745,0.00413952,0.003721419,0.004112907,0.08874842],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001508765,"about_ca_system_score_gemma":0.003127778,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003147559,"about_ca_topic_score_gemma":0.003707676,"domain_scores_codex":[0.9981492,0.0002782121,0.0002513528,0.0004086841,0.0007479801,0.0001646991],"domain_scores_gemma":[0.9979411,0.0007180701,0.0002188618,0.0004261994,0.0005002798,0.0001955495],"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":[0.000831643,0.0001286361,0.001207967,0.002597842,0.0002347968,0.0002872826,0.0003105943,0.0032318,0.0191867,0.007165974,0.8195563,0.1452605],"study_design_scores_gemma":[0.0008783085,0.0001134748,0.002279082,0.000378412,0.0001010686,0.0005693947,0.00008610523,0.035016,0.0407795,0.009504295,0.9100149,0.000279451],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"software","genre_gemma":"software","genre_scores_codex":[0.00221827,0.0008851062,0.2417939,0.0002984765,0.0002629139,0.0008155162,0.06585312,0.6737147,0.01415795],"genre_scores_gemma":[0.01876111,0.001946954,0.5535319,0.001094547,0.0001234494,0.005742497,0.1866369,0.2087894,0.02337328],"genre_candidate":"software","genre_consensus":"software","teacher_disagreement_score":0.1380089,"threshold_uncertainty_score":0.4616857,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01187138285414403,"score_gpt":0.2669152555100974,"score_spread":0.2550438726559534,"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."}}