{"id":"W2372019651","doi":"10.1088/1742-6596/664/8/082026","title":"DEAP-3600 Data Acquisition System","year":2015,"lang":"en","type":"article","venue":"Journal of Physics Conference Series","topic":"Dark Matter and Cosmic Phenomena","field":"Physics and Astronomy","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"TRIUMF","funders":"","keywords":"Firmware; Data acquisition; Computer science; Event (particle physics); Interface (matter); Software; Computer hardware; Real-time computing; Operating system; Physics; Astrophysics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002361475,0.0001231983,0.0002500124,0.00002730464,0.00005067898,0.0001395659,0.0005302561,0.000009438981,0.00003013384],"category_scores_gemma":[0.00000276827,0.0001033418,0.00005421011,0.00008433878,0.00004890977,0.00126944,0.0001501549,0.0001417173,0.00003867222],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003110677,"about_ca_system_score_gemma":0.0003020248,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002301523,"about_ca_topic_score_gemma":5.975169e-7,"domain_scores_codex":[0.9991146,0.00004675709,0.0003023556,0.0001196508,0.0002615362,0.0001550732],"domain_scores_gemma":[0.9987776,0.00001509763,0.0003335172,0.0003617578,0.0003800897,0.0001319884],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0003926267,0.0005255311,0.0137338,0.0001637113,0.0007226898,0.00003571345,0.004835253,0.0002128044,0.005863262,0.5801577,0.08855192,0.304805],"study_design_scores_gemma":[0.002792083,0.0006854034,0.001691535,0.0005400501,0.0003356131,0.00008857628,0.02974483,0.0005816845,0.02269594,0.9230927,0.01692478,0.0008268542],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2909123,0.0002322846,0.5064584,0.001429201,0.002569453,0.000282934,0.0005400805,0.00008239575,0.1974929],"genre_scores_gemma":[0.9980381,0.000001547763,0.000717521,0.00008786,0.0009386695,0.000001418414,0.00004783414,0.00001063146,0.0001564669],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7071257,"threshold_uncertainty_score":0.4214157,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05296888724923617,"score_gpt":0.2664907122939673,"score_spread":0.2135218250447311,"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."}}