{"id":"W6930486287","doi":"10.5281/zenodo.1308867","title":"Singularity 2.5.2 - Linux application and environment containers for science","year":2018,"lang":"en","type":"other","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Bacterial biofilms and quorum sensing","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Tellabs (Canada)","funders":"","keywords":"Singularity; Container (type theory); Software; Key (lock); Interface (matter)","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":[0.002471667,0.001616414,0.0009786917,0.001422255,0.0009942737,0.003548344,0.002866636,0.001333603,0.0570724],"category_scores_gemma":[0.005636871,0.001192285,0.001102594,0.001299226,0.0008654387,0.005161589,0.004595506,0.002916635,0.08236603],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009514644,"about_ca_system_score_gemma":0.002464202,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002298828,"about_ca_topic_score_gemma":0.001240671,"domain_scores_codex":[0.9984968,0.0001988317,0.0001397333,0.0002616496,0.0006061258,0.0002969645],"domain_scores_gemma":[0.997485,0.0002966885,0.0001405246,0.0009207582,0.000637443,0.0005194223],"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":[0.001122923,0.0002077183,0.001518383,0.0006318857,0.00006624156,0.0002420383,0.0004854817,0.002834209,0.01631882,0.05572984,0.7749906,0.1458518],"study_design_scores_gemma":[0.0002065293,0.0001127593,0.001522726,0.0001378933,0.0000382496,0.0002976543,0.00004884897,0.01295024,0.01444136,0.01841253,0.9516964,0.0001348259],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"software","genre_gemma":"software","genre_scores_codex":[0.005729622,0.0008809949,0.2090133,0.0008889399,0.0004797923,0.0003802311,0.007732785,0.6891956,0.08569871],"genre_scores_gemma":[0.1212298,0.002368764,0.2523499,0.001796647,0.0006583951,0.001307566,0.07350077,0.386072,0.1607163],"genre_candidate":"software","genre_consensus":"software","teacher_disagreement_score":0.0570724,"threshold_uncertainty_score":0.1909262,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01393270777692805,"score_gpt":0.232143665543992,"score_spread":0.218210957767064,"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."}}