{"id":"W7014801951","doi":"","title":"QU signs deal with Dalhousie University","year":2024,"lang":"en","type":"article","venue":"Qatar University QSpace (Qatar University)","topic":"Genetics, Bioinformatics, and Biomedical Research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Field (mathematics); Government (linguistics); Training (meteorology); Postgraduate research","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001974956,0.0003224823,0.0002524604,0.0005677025,0.0004233949,0.00006751999,0.0009467338,0.0003315943,0.0001460663],"category_scores_gemma":[0.00002234427,0.0003452332,0.0001929718,0.0009526791,0.0006484095,0.00007165966,0.0007102482,0.0003839358,0.0001607213],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002304669,"about_ca_system_score_gemma":0.0007404187,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000617656,"about_ca_topic_score_gemma":0.002035305,"domain_scores_codex":[0.9979462,0.0001407491,0.0001120055,0.0006988306,0.0004523093,0.0006498915],"domain_scores_gemma":[0.9986001,0.00005280865,0.00006539953,0.0005596195,0.0002052738,0.0005167869],"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":[0.01580713,0.002481519,0.02600781,0.003578598,0.008188382,0.03564364,0.009241051,0.002541414,0.1867542,0.0555483,0.5723795,0.08182843],"study_design_scores_gemma":[0.001141798,0.0008256949,0.0005179425,0.00007051529,0.0001536623,0.00002453529,0.005749874,0.0002896753,0.002693613,0.000009058992,0.9880143,0.0005093563],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8189075,0.0006582696,0.06693105,0.005011633,0.0005673929,0.001205858,0.001499125,0.0005910087,0.1046281],"genre_scores_gemma":[0.827419,0.003875059,0.006633505,0.0001696515,0.0003081927,9.454789e-8,0.0009250647,0.00006874446,0.1606006],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4156347,"threshold_uncertainty_score":0.9999,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01069225421506709,"score_gpt":0.2066263462848022,"score_spread":0.1959340920697351,"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."}}