{"id":"W4393238933","doi":"10.2172/2290369","title":"Underground Physics at Berkeley: SNO, SNO+ and Detector R&D","year":2018,"lang":"en","type":"report","venue":"","topic":"Atomic and Subatomic Physics Research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Detector; Physics; Nuclear physics; Engineering physics; Optics","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":[],"consensus_categories":[],"category_scores_codex":[0.005339853,0.001219602,0.0007709024,0.003096969,0.001952186,0.003927356,0.001626779,0.001270017,0.1670698],"category_scores_gemma":[0.003749389,0.0009579951,0.0004806845,0.002793259,0.0008631168,0.00311578,0.002554143,0.002010596,0.07341685],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003930678,"about_ca_system_score_gemma":0.009020412,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009406189,"about_ca_topic_score_gemma":0.01439033,"domain_scores_codex":[0.9945691,0.0004416103,0.0001999809,0.0005316007,0.003561839,0.0006959295],"domain_scores_gemma":[0.9940872,0.0004203719,0.0004293223,0.0009335257,0.002876152,0.00125347],"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":[0.0001719147,0.00009411259,0.001794759,0.0001221699,0.00001119894,0.00003973953,0.00003513325,0.0001348701,0.0008419963,0.01010118,0.9378549,0.04879799],"study_design_scores_gemma":[0.00003487206,0.00005112376,0.00279669,0.00004855836,0.000008434678,0.00006406336,0.00004579293,0.0003199571,0.001627906,0.001182148,0.9938049,0.00001531491],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01066933,0.006329211,0.01096083,0.03032259,0.009668341,0.0007503129,0.05624034,0.01115628,0.8639027],"genre_scores_gemma":[0.04419488,0.005602627,0.02165767,0.001872954,0.001800144,0.0005268368,0.06120495,0.003224495,0.8599154],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1670698,"threshold_uncertainty_score":0.5589041,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07497752010575849,"score_gpt":0.3509712952262453,"score_spread":0.2759937751204868,"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."}}