{"id":"W6893979640","doi":"10.5281/zenodo.7017542","title":"AgnostiqHQ/covalent: v0.184.0","year":2022,"lang":"en","type":"other","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Antenna Design and Analysis","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Agnostiq (Canada)","funders":"","keywords":"Workflow; Executor; Metadata; Section (typography); Process (computing)","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001885314,0.002029627,0.001423053,0.001745804,0.001759292,0.004667315,0.004438748,0.002784757,0.7088767],"category_scores_gemma":[0.003820391,0.001776152,0.00128559,0.001618396,0.0009415985,0.003463483,0.003510247,0.002945503,0.6787294],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00213,"about_ca_system_score_gemma":0.00151792,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003764974,"about_ca_topic_score_gemma":0.004622409,"domain_scores_codex":[0.9987593,0.0001226241,0.00006808854,0.000225919,0.000693711,0.0001304532],"domain_scores_gemma":[0.998463,0.0002119757,0.0000867813,0.0006608518,0.0004071182,0.0001702677],"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":[0.0001945877,0.00004024047,0.0002008617,0.0005345372,0.00004651658,0.00008001887,0.00004872061,0.0004967649,0.004116767,0.01312713,0.9288145,0.05229938],"study_design_scores_gemma":[0.00005920308,0.00002195146,0.0001437078,0.00004342081,0.00001025312,0.00009393127,0.00001424027,0.0005103058,0.004851903,0.003026087,0.991193,0.00003203464],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"software","genre_scores_codex":[0.001562217,0.001137817,0.08808217,0.001417374,0.002556707,0.0004776158,0.08996832,0.3543577,0.46044],"genre_scores_gemma":[0.02201135,0.001516489,0.03546254,0.001490198,0.0004042903,0.0009246383,0.1094254,0.2246774,0.6040877],"genre_candidate":"software","genre_consensus":null,"teacher_disagreement_score":0.7088767,"threshold_uncertainty_score":0.415252,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01986283779017345,"score_gpt":0.2073505480529773,"score_spread":0.1874877102628039,"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."}}