{"id":"W2976673328","doi":"10.21083/surg.v3i1.1030","title":"2009 College of Biological Sciences Poster Day Abstracts","year":2009,"lang":"en","type":"article","venue":"SURG Journal","topic":"Biological Research and Disease Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"","keywords":"Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0006197078,0.001259803,0.0008100148,0.001701059,0.002966451,0.003372765,0.0009356108,0.002336379,0.7181945],"category_scores_gemma":[0.001295344,0.0003631801,0.0007113527,0.0009327218,0.0005915028,0.000803136,0.002441639,0.00228663,0.4032668],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001739944,"about_ca_system_score_gemma":0.002660983,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003330845,"about_ca_topic_score_gemma":0.007983835,"domain_scores_codex":[0.9994506,0.00002843787,0.00002187605,0.0001014999,0.0002578345,0.0001396526],"domain_scores_gemma":[0.9978572,0.00006264357,0.00006015744,0.0001009456,0.0005086875,0.001410463],"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":[0.000752829,0.0005713067,0.001626599,0.0002305851,0.00001983143,0.0003317979,0.00007677347,0.00008940574,0.01070253,0.003768729,0.8844761,0.09735359],"study_design_scores_gemma":[0.0000648383,0.0002806382,0.01069316,0.00006559096,0.0000114837,0.0001527721,0.0001851155,0.00009434728,0.003824078,0.001049411,0.9835597,0.00001873265],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.02084825,0.002834811,0.001146515,0.03379938,0.03105704,0.0005306424,0.01110808,0.00116582,0.8975095],"genre_scores_gemma":[0.01346934,0.001046886,0.0003823421,0.0009959,0.002095826,0.00008776186,0.002623967,0.0001118483,0.9791861],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2818055,"threshold_uncertainty_score":0.4019613,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04072131678275336,"score_gpt":0.3266081101041037,"score_spread":0.2858867933213504,"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."}}