{"id":"W2132438828","doi":"10.1145/1995896.1995946","title":"MP-PIPE","year":2011,"lang":"en","type":"article","venue":"","topic":"Bioinformatics and Genomic Networks","field":"Biochemistry, Genetics and Molecular Biology","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"","keywords":"Computer science; Massively parallel; Computation; Parallel computing; Function (biology); Algorithm; 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":[0.001050623,0.001358213,0.0009224654,0.0009169417,0.0008302329,0.001886301,0.00343874,0.001311267,0.06123748],"category_scores_gemma":[0.004076303,0.001223643,0.001470071,0.001153171,0.0007135852,0.003673601,0.002927116,0.001940738,0.03834274],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006565711,"about_ca_system_score_gemma":0.001530703,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001845683,"about_ca_topic_score_gemma":0.001994245,"domain_scores_codex":[0.999155,0.0001092195,0.00006413242,0.000223905,0.0003213218,0.0001264478],"domain_scores_gemma":[0.9988589,0.0002760208,0.0000711715,0.0003864712,0.0003179441,0.00008946218],"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":[0.002443539,0.0003807208,0.004878532,0.001355375,0.0002806093,0.0005680294,0.0005102886,0.0236401,0.02313378,0.04291883,0.6009792,0.2989109],"study_design_scores_gemma":[0.0006486928,0.0003792109,0.003132247,0.0001318326,0.0001147996,0.0008241059,0.0001633788,0.3370261,0.04401611,0.06750908,0.5458787,0.0001756599],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"software","genre_gemma":"software","genre_scores_codex":[0.01703627,0.0006673845,0.4362858,0.0006815357,0.0005759308,0.0005502086,0.01509629,0.476748,0.05235865],"genre_scores_gemma":[0.1823718,0.001233908,0.5795673,0.001232006,0.0002714322,0.001711202,0.07770113,0.06508055,0.09083061],"genre_candidate":"software","genre_consensus":"software","teacher_disagreement_score":0.06123748,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01375827825191833,"score_gpt":0.2034482118736955,"score_spread":0.1896899336217772,"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."}}