{"id":"W6950390674","doi":"10.5281/zenodo.6784937","title":"Diversity and Inclusion at Belle II","year":2022,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Career Development and Diversity","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Nucleofection; Gestational period; TSG101; Dysgeusia; Diafiltration; Liquation; Hyporeflexia; Fusible alloy","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch","open_science"],"consensus_categories":[],"category_scores_codex":[0.01554339,0.0003417253,0.0003714302,0.002205593,0.05729719,0.01086913,0.001393881,0.002227761,0.03346564],"category_scores_gemma":[0.01043059,0.0003327771,0.0002323315,0.002064812,0.005694802,0.004769854,0.03687923,0.004547005,0.002986816],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006627053,"about_ca_system_score_gemma":0.02172624,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01250683,"about_ca_topic_score_gemma":0.02044461,"domain_scores_codex":[0.9822795,0.008660124,0.0002831557,0.0009229623,0.002437824,0.005416422],"domain_scores_gemma":[0.9741454,0.003254447,0.001109943,0.0006149733,0.002147908,0.01872739],"domain_codex":null,"domain_gemma":"incentives","domain_candidate":"incentives","domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0003424779,0.0007949151,0.06071603,0.0002590748,0.00001596627,0.001251798,0.5088387,0.0001274541,0.002923006,0.09989769,0.1289315,0.1959015],"study_design_scores_gemma":[0.00002577242,0.0002714008,0.04357695,0.0002696354,0.000006748472,0.0006314646,0.1395394,0.0001827687,0.0009513251,0.01140565,0.8030785,0.00006027113],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6953998,0.002918215,0.003834485,0.08976524,0.001429633,0.0003576771,0.0004494017,0.0001425358,0.2057029],"genre_scores_gemma":[0.9018116,0.000711112,0.002330775,0.005843509,0.0002991011,0.000397708,0.0002235511,0.00007171385,0.08831102],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9986061,"threshold_uncertainty_score":0.1119537,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04403391767873952,"score_gpt":0.2366765413859424,"score_spread":0.1926426237072028,"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."}}