{"id":"W6894382876","doi":"10.5683/sp3/pczhn4","title":"GridLoc","year":2022,"lang":"en","type":"dataset","venue":"Borealis","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Identification (biology); Interpretation (philosophy); Sequence (biology); Selection (genetic algorithm)","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":[0.001863334,0.003577385,0.001286354,0.00381837,0.001076177,0.002751477,0.00256998,0.002171844,0.06521313],"category_scores_gemma":[0.01225129,0.0006564617,0.001826312,0.005117401,0.001010822,0.002112702,0.002097261,0.00236115,0.1135392],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001706666,"about_ca_system_score_gemma":0.002553803,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03891081,"about_ca_topic_score_gemma":0.06665497,"domain_scores_codex":[0.9972039,0.0005647766,0.0002087891,0.0009020208,0.0007516869,0.000368928],"domain_scores_gemma":[0.994976,0.001430066,0.0002001658,0.00199356,0.001079661,0.000320468],"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":[0.0001246695,0.00003820502,0.0004366153,0.0002984423,0.00002875682,0.00002392864,0.00002567399,0.0009147828,0.0001782939,0.0006991528,0.9935132,0.003718177],"study_design_scores_gemma":[0.0006421256,0.00008634999,0.004108716,0.0002425439,0.00005113072,0.0001773447,0.000254914,0.005651751,0.001932118,0.006736607,0.9800501,0.00006618902],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.001171828,0.0002702948,0.0007028044,0.0003885814,0.0002183601,0.00003997318,0.9850416,0.007598465,0.004568133],"genre_scores_gemma":[0.001924451,0.00009050901,0.001222685,0.0001341143,0.0000197037,0.00006413968,0.9941856,0.0006059026,0.001752859],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.06521313,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02171005437985801,"score_gpt":0.2773607765692093,"score_spread":0.2556507221893513,"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."}}