{"id":"W6989791867","doi":"","title":"Canadian Light Source 10th Annual Users' Meeting and Workshops","year":2007,"lang":"en","type":"other","venue":"CERN Document Server (European Organization for Nuclear Research)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Light source; Work (physics); Government (linguistics)","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001410398,0.00122509,0.0008551861,0.001851327,0.004096667,0.004150422,0.002599986,0.001645056,0.3629756],"category_scores_gemma":[0.0009454911,0.0006450868,0.0008827762,0.002021364,0.0007177551,0.001175375,0.001776416,0.001263803,0.2076964],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009041975,"about_ca_system_score_gemma":0.01666332,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.5006828,"about_ca_topic_score_gemma":0.8084306,"domain_scores_codex":[0.9987524,0.00005343091,0.0000131035,0.00009862243,0.0008330062,0.0002495206],"domain_scores_gemma":[0.9983957,0.00004829587,0.00001904743,0.0001126481,0.001042186,0.0003819832],"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":[0.00007162883,0.00005030099,0.0001187341,0.00006941371,0.00000413935,0.00003103574,0.00006671366,0.000175691,0.001357407,0.002170067,0.9491315,0.04675331],"study_design_scores_gemma":[0.00001240361,0.0000116746,0.0005917993,0.00002768642,0.000006957329,0.00002066564,0.0000908591,0.0004009673,0.001318108,0.0005891621,0.9969153,0.00001433359],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003527822,0.001891601,0.01173682,0.003973673,0.00328731,0.0004091147,0.0103303,0.007363374,0.9574799],"genre_scores_gemma":[0.002851356,0.0005337186,0.002590199,0.0001210916,0.00007283852,0.00003160744,0.002560539,0.0007129723,0.9905256],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4993172,"threshold_uncertainty_score":0.9955369,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01473784721953782,"score_gpt":0.2536713741966391,"score_spread":0.2389335269771013,"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."}}