{"id":"W6931581992","doi":"10.5281/zenodo.6902755","title":"joelz575/swatplus: None","year":2022,"lang":"en","type":"other","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Diverse Scientific and Economic Studies","field":"Economics, Econometrics and Finance","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Process (computing); Product (mathematics); Term (time); Noise (video); Key (lock)","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":["insufficient_payload"],"category_scores_codex":[0.003506599,0.001027173,0.002125496,0.001180998,0.001306107,0.004316352,0.003254095,0.002817552,0.6086988],"category_scores_gemma":[0.01028301,0.0004950426,0.0006985748,0.001062106,0.0009432004,0.001504409,0.003755094,0.00171093,0.5429962],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001324299,"about_ca_system_score_gemma":0.003093169,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002239692,"about_ca_topic_score_gemma":0.002419896,"domain_scores_codex":[0.9983323,0.0003156212,0.0001293014,0.0002918004,0.0006833204,0.0002476643],"domain_scores_gemma":[0.9953585,0.0008243143,0.0002655231,0.0007681919,0.0009893082,0.001794046],"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":[0.0007880906,0.0001122132,0.001159083,0.001200716,0.00005110835,0.0008868274,0.0001674388,0.000444188,0.001614032,0.01660757,0.8291386,0.14783],"study_design_scores_gemma":[0.0001232142,0.0000730197,0.0005138987,0.0002490176,0.00001830611,0.0005870105,0.00006846998,0.0003122338,0.0008176147,0.002054401,0.995169,0.00001377524],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"software","genre_scores_codex":[0.009747734,0.01584745,0.01507755,0.04512923,0.01457752,0.001267213,0.1619032,0.01872453,0.7177255],"genre_scores_gemma":[0.06092329,0.006108962,0.01136725,0.01134383,0.002571061,0.002653233,0.1326006,0.01683335,0.7555983],"genre_candidate":"software","genre_consensus":null,"teacher_disagreement_score":0.3913012,"threshold_uncertainty_score":0.5581436,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05369007720823042,"score_gpt":0.205877786537858,"score_spread":0.1521877093296276,"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."}}