{"id":"W2189002723","doi":"","title":"LABWEB - LNLS BEAMLINES REMOTE OPERATION SYSTEM*","year":2013,"lang":"en","type":"article","venue":"","topic":"Scientific Computing and Data Management","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science; General partnership; Political science","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":[0.005067338,0.001318039,0.002064739,0.002695001,0.00143634,0.003169673,0.003017733,0.001218748,0.07459737],"category_scores_gemma":[0.003577102,0.001012364,0.0009244904,0.003356567,0.0005199331,0.002763494,0.002995163,0.002118478,0.06496541],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002043305,"about_ca_system_score_gemma":0.002844961,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003344542,"about_ca_topic_score_gemma":0.00322209,"domain_scores_codex":[0.9972817,0.0006939698,0.0002153619,0.0005040742,0.001022004,0.0002827851],"domain_scores_gemma":[0.9969724,0.0005637131,0.00025979,0.001027382,0.0007386825,0.000437953],"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":[0.002236129,0.0003467521,0.006152891,0.0008903067,0.0001320901,0.0002235456,0.0005359585,0.001444072,0.03770517,0.01339709,0.7802932,0.1566428],"study_design_scores_gemma":[0.0004642738,0.0001493964,0.00427413,0.0001174543,0.00004609044,0.0002518185,0.0001354321,0.01579864,0.05128565,0.00511177,0.9222139,0.00015142],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"software","genre_gemma":"software","genre_scores_codex":[0.01517247,0.001570133,0.1945861,0.001522107,0.0005407588,0.001449711,0.1005955,0.6265442,0.05801894],"genre_scores_gemma":[0.1200028,0.002160446,0.4489068,0.002526232,0.00050238,0.008640779,0.3010151,0.04971304,0.06653246],"genre_candidate":"software","genre_consensus":"software","teacher_disagreement_score":0.07459737,"threshold_uncertainty_score":0.2495531,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1339806270200733,"score_gpt":0.3795616490061073,"score_spread":0.245581021986034,"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."}}