{"id":"W1958416334","doi":"10.1109/pac.1997.752764","title":"OPPIS development at TRIUMF","year":2002,"lang":"en","type":"article","venue":"Proceedings of the 1997 Particle Accelerator Conference (Cat. No.97CH36167)","topic":"Nuclear physics research studies","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"TRIUMF","funders":"TRIUMF","keywords":"Physics; Nuclear physics; HERA; Beam (structure); Beam energy; Polarization (electrochemistry); Proton; Particle physics; Optics; Chemistry","routes":{"ca_aff":true,"ca_fund":true,"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":[0.00198363,0.0006087204,0.0005468472,0.001276819,0.0009236135,0.001288596,0.001327137,0.0006755238,0.01813911],"category_scores_gemma":[0.001605537,0.0004378348,0.000611266,0.0009238076,0.0005861902,0.001614955,0.002143641,0.001393621,0.008958862],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001708916,"about_ca_system_score_gemma":0.003291163,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002235132,"about_ca_topic_score_gemma":0.001415977,"domain_scores_codex":[0.9989225,0.0001130855,0.00002500284,0.0001484993,0.0005120711,0.000278872],"domain_scores_gemma":[0.9986111,0.00009222439,0.0001021826,0.0002169034,0.0006538631,0.000323703],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.002717009,0.000369333,0.007264994,0.001045185,0.0001088279,0.001411747,0.001054956,0.01255636,0.2022999,0.07834926,0.1408098,0.5520127],"study_design_scores_gemma":[0.0003047843,0.0009657599,0.005042893,0.0001158944,0.00005122945,0.00162989,0.0001568841,0.02275143,0.1958561,0.00613293,0.7669001,0.0000921831],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2073113,0.004971178,0.4302238,0.00732113,0.002736356,0.001405645,0.01440443,0.06708638,0.2645398],"genre_scores_gemma":[0.4873355,0.003208169,0.3603432,0.0009698414,0.0007595892,0.001581025,0.02071516,0.006124313,0.1189633],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01813911,"threshold_uncertainty_score":0.0606814,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0573312489494858,"score_gpt":0.26273381540087,"score_spread":0.2054025664513842,"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."}}