{"id":"W4410108107","doi":"10.1139/cjc-2024-0278","title":"Canadian Light Source—20 years of discovery","year":2025,"lang":"en","type":"article","venue":"Canadian Journal of Chemistry","topic":"History and Developments in Astronomy","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Light Source (Canada); University of Saskatchewan","funders":"","keywords":"Chemistry","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.008790274,0.001034472,0.0008469009,0.003555963,0.009553085,0.007572284,0.003101821,0.003809697,0.03108849],"category_scores_gemma":[0.01087507,0.0006258446,0.0007608507,0.004136629,0.003818018,0.003868099,0.005706792,0.005527008,0.01006129],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.07222235,"about_ca_system_score_gemma":0.1750147,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8296695,"about_ca_topic_score_gemma":0.8892334,"domain_scores_codex":[0.9918566,0.0002641247,0.0001132059,0.0005997928,0.005976869,0.001189484],"domain_scores_gemma":[0.979547,0.0004850221,0.0002687581,0.0005824696,0.01381622,0.005300556],"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":[0.0001182074,0.00005043018,0.00106533,0.0003944892,0.0000265269,0.0001939768,0.0002926544,0.0001265363,0.00151725,0.0418301,0.8537216,0.1006628],"study_design_scores_gemma":[0.000006646185,0.000009708257,0.0005172558,0.0001715583,0.000006012046,0.00003611255,0.00007972954,0.00003939806,0.000321658,0.0013402,0.9974572,0.00001441538],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.009008077,0.1554432,0.007842842,0.305327,0.03080123,0.0005912096,0.01581193,0.001759831,0.4734147],"genre_scores_gemma":[0.08951955,0.2159159,0.02697314,0.1087469,0.006363961,0.0004105112,0.02249364,0.001689492,0.5278869],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9277776,"threshold_uncertainty_score":0.5240123,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.002304606747971005,"score_gpt":0.1751756738690151,"score_spread":0.1728710671210441,"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."}}