{"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":"codex-gemma-dda1882f352a","candidate_categories":["sts","open_science","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0009229868,0.00004794002,0.00005487692,0.0000933996,0.6745433,0.00002505497,0.0006270058,0.00002086469,0.02240754],"category_scores_gemma":[0.0001411571,0.00005938058,0.00002074462,0.0003182459,0.000159006,0.0001453926,0.5109274,0.0001123029,0.0001176157],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004017128,"about_ca_system_score_gemma":0.00000358337,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003389069,"about_ca_topic_score_gemma":0.000009625915,"domain_scores_codex":[0.9987239,0.00026997,0.00006036052,0.0001962906,0.0005591709,0.0001903118],"domain_scores_gemma":[0.9995998,0.00001275663,0.00003560222,0.0001025939,0.0001296225,0.0001196773],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006278622,0.00006735377,0.0005932208,0.000006546801,0.00001292709,0.00001268531,0.9069951,0.000006299826,0.000225015,0.005630155,0.07821552,0.008172342],"study_design_scores_gemma":[0.0002332022,0.000059783,0.001304719,0.000001356299,0.000004933064,0.000005365589,0.003811107,0.00001140783,0.00001649158,0.0003549729,0.9941191,0.00007756132],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9028447,0.00004191841,0.00002754164,0.001440322,0.0000837087,0.0001506346,0.00005098706,0.0002494546,0.09511077],"genre_scores_gemma":[0.9930775,0.00005550774,0.00002269976,0.0001681103,0.00003654902,6.175485e-9,0.0001759354,0.00009420306,0.006369457],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9159036,"threshold_uncertainty_score":0.9784861,"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."}}