{"id":"W4229664878","doi":"10.1242/jeb.197764","title":"Early-career researchers: an interview with Danielle Levesque","year":2019,"lang":"en","type":"article","venue":"Journal of Experimental Biology","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":"Bachelor; Torpor; Wildlife; Sociology; Library science; Geography; Medicine; Archaeology; Biology; Ecology","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":[0.0270565,0.0009341135,0.001713214,0.002191858,0.03757004,0.01095225,0.003533463,0.01135608,0.005140952],"category_scores_gemma":[0.05639113,0.001314877,0.0007764117,0.002482813,0.0119185,0.01083738,0.007492982,0.03105963,0.002096829],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01851854,"about_ca_system_score_gemma":0.02229291,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07290496,"about_ca_topic_score_gemma":0.1083,"domain_scores_codex":[0.9770164,0.01345289,0.0006618603,0.001495721,0.004043174,0.003329981],"domain_scores_gemma":[0.9192098,0.02539742,0.0027302,0.0008454554,0.01859915,0.03321798],"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":[0.00005328162,0.0001580922,0.003286809,0.0002094861,0.00001645577,0.002654245,0.278292,0.00009438012,0.0005632554,0.01040322,0.6904551,0.01381376],"study_design_scores_gemma":[0.00001706684,0.0000595914,0.001032049,0.0005808788,0.000004997517,0.001406431,0.3763829,0.00008120327,0.0001272509,0.001557559,0.6186541,0.00009591364],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.01334337,0.00909115,0.0004835111,0.9615378,0.005944036,0.00007515219,0.00007134789,0.00004396119,0.009409609],"genre_scores_gemma":[0.1738324,0.02096203,0.002375756,0.7568799,0.003000564,0.0004841659,0.0001244731,0.0002581597,0.04208256],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.07290496,"threshold_uncertainty_score":0.1449612,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0644927868533834,"score_gpt":0.3534437053893579,"score_spread":0.2889509185359745,"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."}}