{"id":"W4414374752","doi":"10.17504/protocols.io.n92ld6wq9g5b/v1","title":"Crystal harvesting, shipment to synchrotron and X-ray data collection v1","year":2025,"lang":"en","type":"article","venue":"","topic":"Enzyme Structure and Function","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Trinity College","funders":"","keywords":"Synchrotron; Data collection; Synchrotron radiation; Protocol (science); Crystal (programming language)","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":[0.002882052,0.001470957,0.001900205,0.00165574,0.002764962,0.002082477,0.002766412,0.0009697464,0.07947814],"category_scores_gemma":[0.002990843,0.001818968,0.00144916,0.002973148,0.000724803,0.00111595,0.002048513,0.004016877,0.08485406],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001125775,"about_ca_system_score_gemma":0.002927798,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003780014,"about_ca_topic_score_gemma":0.007942093,"domain_scores_codex":[0.9981818,0.0002994843,0.0002561628,0.0002951859,0.0006923489,0.0002751008],"domain_scores_gemma":[0.9980549,0.000245339,0.00009734761,0.0009261924,0.0004726539,0.0002036577],"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":[0.001301631,0.0007202472,0.001524609,0.001777826,0.0000985806,0.0003993642,0.0005141747,0.0006664098,0.7087141,0.008312861,0.2147117,0.06125853],"study_design_scores_gemma":[0.0001524537,0.0002957235,0.003874641,0.0002008475,0.00005081078,0.000431315,0.0001227582,0.0009013223,0.248376,0.001843895,0.7436408,0.0001093954],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"dataset","genre_gemma":"empirical","genre_scores_codex":[0.08472888,0.004137037,0.3318534,0.002270758,0.002845645,0.04391757,0.3938209,0.03292659,0.1034992],"genre_scores_gemma":[0.03263625,0.005567317,0.2237593,0.001064884,0.0002307916,0.02747487,0.5789238,0.007340446,0.1230024],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.07947814,"threshold_uncertainty_score":0.2658809,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01986604007043084,"score_gpt":0.2710313558270555,"score_spread":0.2511653157566247,"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."}}