{"id":"W6893731724","doi":"10.5281/zenodo.4602448","title":"Renefouqueosis Aalbu & Smith & Kanda & Bouchard 2017, gen. nov.","year":2017,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Distributed Control Multi-Agent Systems","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Agriculture and Agri-Food Canada","funders":"","keywords":"Scutellum; Keel; Dorsum; Seta; Genus; Head (geology)","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":"codex-gemma-dda1882f352a","candidate_categories":["sts","scholarly_communication","open_science","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001039492,0.0002304623,0.0002581318,0.0001888355,0.005293348,0.005379927,0.006042084,0.00009442736,0.001405167],"category_scores_gemma":[0.0008930575,0.0002352806,0.0001088369,0.0002763633,0.0001809531,0.001169753,0.003268935,0.0002785189,0.01585816],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001991359,"about_ca_system_score_gemma":0.00001222915,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009323441,"about_ca_topic_score_gemma":0.000001084165,"domain_scores_codex":[0.9972733,0.0003170523,0.0003612587,0.0007666894,0.0006497815,0.0006319397],"domain_scores_gemma":[0.9961454,0.00002391118,0.0003494295,0.002427343,0.0007209853,0.0003329561],"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":[0.00006679956,0.0002894239,0.00007421675,0.0001118522,0.0001971807,0.0001410012,0.00135237,0.00008190063,0.008121207,0.03739559,0.6684704,0.2836981],"study_design_scores_gemma":[0.0009385605,0.0001373181,0.004156977,0.00005738316,0.00001371803,0.000106872,0.00004399389,0.005181309,0.000580154,0.0002182015,0.9882695,0.000296011],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.01546413,0.0005747616,0.5057542,0.01055705,0.001833727,0.001857812,0.0007665618,0.004529714,0.458662],"genre_scores_gemma":[0.9939765,0.00009946483,0.001352576,0.0001818079,0.0003210097,1.716714e-7,0.0003054022,0.0007746542,0.002988375],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9785124,"threshold_uncertainty_score":0.9995077,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05133954769204199,"score_gpt":0.262333894756507,"score_spread":0.210994347064465,"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."}}