{"id":"W7070784485","doi":"","title":"âThe pipes play onâ: Canadian Pipers at War, 1914â1918: An Inspired Tradition","year":2012,"lang":"en","type":"article","venue":"Scholars Commons (Wilfrid Laurier University)","topic":"Machine Learning in Bioinformatics","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Nucleofection; Gestational period; TSG101; Dysgeusia; Diafiltration; Liquation; Emperipolesis; Triacetin; Fusible alloy","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":[0.0003354931,0.0002686643,0.0001857876,0.0003530551,0.0007356007,0.00004996799,0.0005812857,0.0003034999,0.0001519113],"category_scores_gemma":[0.00008573373,0.0003023237,0.0001267429,0.0003210563,0.0001711318,0.0001193326,0.0001760431,0.0004253073,0.00009719894],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002711797,"about_ca_system_score_gemma":0.0002363528,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003265237,"about_ca_topic_score_gemma":0.03412409,"domain_scores_codex":[0.9984539,0.0002449711,0.0001888236,0.0002867449,0.0002040132,0.0006215603],"domain_scores_gemma":[0.998338,0.00001926492,0.0001162874,0.000688008,0.0000778585,0.0007606002],"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":[0.0007272469,0.0008000649,0.8481039,0.0001226866,0.0007348445,0.0001410403,0.007531865,0.001115945,0.0661633,0.01410747,0.05203676,0.008414906],"study_design_scores_gemma":[0.0008781521,0.0002247462,0.03178594,0.00001817711,0.00007697975,0.00004827547,0.0008879493,0.0001888038,0.007195286,0.00001695179,0.9581332,0.0005455253],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9492869,0.0001714613,0.0001439324,0.0003299814,0.0002963859,0.0002051906,0.00018764,0.00005931488,0.04931917],"genre_scores_gemma":[0.9937762,0.00004833638,0.001199293,0.0005385639,0.0001632694,0.000001661754,0.0009800169,0.0000369947,0.003255655],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9060965,"threshold_uncertainty_score":0.9999429,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01048607857177125,"score_gpt":0.211541972061858,"score_spread":0.2010558934900867,"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."}}