{"id":"W7033170162","doi":"","title":"PhD candidate Sara Ross awarded SSHRCâs Joseph-Armand Bombardier Canada Graduate Scholarship Doctoral Award","year":2015,"lang":"en","type":"article","venue":"eYLS (Yale Law School)","topic":"Coleoptera Taxonomy and Distribution","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Scholarship; Graduate research; Graduate students; Doctoral studies","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":[],"consensus_categories":[],"category_scores_codex":[0.0005492252,0.0003149411,0.000340798,0.00001104953,0.0004755073,0.000382587,0.0004367544,0.0001473875,0.0003349758],"category_scores_gemma":[0.0001427686,0.0001524572,0.0001330562,0.0003266125,0.0001002214,0.0005439279,0.0001515654,0.0004234901,0.0002171209],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003855589,"about_ca_system_score_gemma":0.0002553538,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6204717,"about_ca_topic_score_gemma":0.9159752,"domain_scores_codex":[0.9976019,0.0001907626,0.0003723069,0.000524318,0.0006025793,0.0007080819],"domain_scores_gemma":[0.9985243,0.00007159186,0.0001417139,0.0001776504,0.000245215,0.000839535],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001247859,0.0005436558,0.6462529,0.00005723232,0.0003389335,0.0004893282,0.0001864865,0.0002384542,0.00918445,0.007019893,0.2374488,0.09699196],"study_design_scores_gemma":[0.0007454835,0.0001471628,0.1859752,0.00003032532,0.0000344554,0.00001758467,0.0001185858,0.00002283425,0.00328289,0.0008476128,0.8082744,0.0005034278],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9922253,0.0004999927,0.000005991433,0.002309752,0.0008762201,0.0003093005,0.000428524,0.0001172449,0.003227648],"genre_scores_gemma":[0.9969572,0.00001881987,0.00004100822,0.001359644,0.0007044991,0.0000441854,0.0004657318,0.000001702573,0.0004072102],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5708256,"threshold_uncertainty_score":0.6217023,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05829592797313525,"score_gpt":0.2502967835296171,"score_spread":0.1920008555564818,"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."}}