{"id":"W2461172035","doi":"","title":"Methods in molecular biology. Introduction.","year":2009,"lang":"en","type":"article","venue":"PubMed","topic":"Genetics, Bioinformatics, and Biomedical Research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":8,"is_retracted":false,"has_abstract":false,"ca_institutions":"Public Health Agency of Canada","funders":"","keywords":"Computational biology; Biology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004081343,0.002691997,0.002794893,0.006147061,0.0006904613,0.002553006,0.004417575,0.002096515,0.08938029],"category_scores_gemma":[0.01099026,0.002360524,0.002543126,0.004092487,0.001430106,0.00443269,0.002392185,0.00444808,0.08729536],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009496957,"about_ca_system_score_gemma":0.001494075,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008260915,"about_ca_topic_score_gemma":0.001443784,"domain_scores_codex":[0.9974437,0.0007320538,0.000422242,0.0003279461,0.0009561564,0.0001179822],"domain_scores_gemma":[0.9923816,0.004683161,0.0003830822,0.001068511,0.001156157,0.0003274376],"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":[0.00008649933,0.00009076271,0.0003526032,0.008042818,0.0001796322,0.0002425525,0.0001224321,0.0004931674,0.002261694,0.05590852,0.6316242,0.3005952],"study_design_scores_gemma":[0.00002299656,0.00002698218,0.0003636882,0.0009476244,0.00003708055,0.0006187209,0.000024869,0.0003872156,0.000627131,0.04452962,0.9523814,0.00003273105],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.0007705415,0.2725033,0.5485759,0.01300696,0.03809784,0.0007202547,0.02573916,0.03133006,0.06925605],"genre_scores_gemma":[0.008535312,0.2426992,0.5862952,0.0125936,0.02147705,0.003768509,0.02648668,0.009436685,0.08870776],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.08938029,"threshold_uncertainty_score":0.2990069,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01941322974872803,"score_gpt":0.3306342409197017,"score_spread":0.3112210111709737,"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."}}