{"id":"W2754504545","doi":"10.1002/bmb.21086","title":"Implementing a web‐based introductory bioinformatics course for non‐bioinformaticians that incorporates practical exercises","year":2017,"lang":"en","type":"article","venue":"Biochemistry and Molecular Biology Education","topic":"Genetics, Bioinformatics, and Biomedical Research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre hospitalier de l'Université Laval; Université Laval","funders":"","keywords":"Toolbox; Informatics; Structural bioinformatics; Computer science; Bioinformatics; Biology; Engineering; Programming language","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002431524,0.0009927124,0.0004412149,0.0006862326,0.001070018,0.002303944,0.002029503,0.001225981,0.03571892],"category_scores_gemma":[0.004269984,0.0003788488,0.0005827136,0.0005268147,0.0004278574,0.001326346,0.003230942,0.001718606,0.01933102],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002179861,"about_ca_system_score_gemma":0.006902076,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002108114,"about_ca_topic_score_gemma":0.003926348,"domain_scores_codex":[0.9987545,0.000225933,0.00004995046,0.0002579945,0.0003301277,0.0003814265],"domain_scores_gemma":[0.9959708,0.0005693135,0.0001536896,0.0001785616,0.0008683904,0.002259341],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0008102841,0.03167545,0.01042466,0.0006872957,0.00002447978,0.0008063058,0.003051556,0.007175537,0.03942081,0.008743273,0.2238985,0.6732818],"study_design_scores_gemma":[0.0009258467,0.006648291,0.0552596,0.0009583642,0.00005675578,0.0008244662,0.00294376,0.0215085,0.04103944,0.01336972,0.8562239,0.0002413256],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.3893301,0.0007199845,0.3599322,0.01069161,0.003399938,0.01072728,0.004400512,0.01944149,0.2013569],"genre_scores_gemma":[0.2132946,0.000570274,0.6312392,0.003883977,0.0003699814,0.00557395,0.006178685,0.0009454398,0.1379439],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03571892,"threshold_uncertainty_score":0.1194917,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02073840919352657,"score_gpt":0.3551086501561228,"score_spread":0.3343702409625962,"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."}}