{"id":"W133257862","doi":"","title":"THE BIOMEDICAL IMAGING AND THERAPY RESEARCH BEAMLINE AT THE CANADIAN LIGHT SOURCE.","year":2003,"lang":"en","type":"article","venue":"Europe PMC (PubMed Central)","topic":"Genetics, Bioinformatics, and Biomedical Research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Beamline; Synchrotron; Physics; Synchrotron light source; Storage ring; Optics; Photon; Wiggler; Electron; Nuclear physics; Beam (structure); Cathode ray","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003061758,0.0001806989,0.0001142776,0.00008240756,0.001259896,0.0002526462,0.0005771731,0.0001200982,0.00005360566],"category_scores_gemma":[0.001665496,0.00009766381,0.00006099013,0.0003250449,0.001275726,0.000004694779,0.0002096009,0.0004145794,0.00005716402],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008383671,"about_ca_system_score_gemma":0.0005605085,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0011685,"about_ca_topic_score_gemma":0.009678166,"domain_scores_codex":[0.9964321,0.0004782438,0.0002966813,0.0003541835,0.0007177236,0.001721024],"domain_scores_gemma":[0.9980227,0.0001098217,0.00004796835,0.0005962345,0.0002214691,0.001001771],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002504952,0.0001725715,0.02806191,0.00004532729,0.0002275873,0.00005925804,0.003118872,0.000003421935,0.06113051,0.0004922189,0.3804348,0.5260031],"study_design_scores_gemma":[0.0004514497,0.00008641247,0.007882743,0.000005621361,0.000004021028,0.00003694912,0.0002246535,0.00002880637,0.02520641,0.00005744303,0.9658827,0.0001327385],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8694527,0.03611606,0.0001654054,0.0618723,0.001436234,0.001889265,0.00006616995,0.00003690064,0.02896498],"genre_scores_gemma":[0.9675143,0.01793784,0.00008064591,0.001237486,0.0006154997,0.0000617692,0.0000749057,0.00004600981,0.01243153],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.585448,"threshold_uncertainty_score":0.9690229,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02093861544506403,"score_gpt":0.2682915398949292,"score_spread":0.2473529244498652,"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."}}