{"id":"W6947358344","doi":"10.3897/zookeys.332.4753.habitus13","title":"Habitus 13 from: Barney R, LeSage L, Savard K (2013) Pachybrachis (Coleoptera, Chrysomelidae, Cryptocephalinae) of Eastern Canada. ZooKeys 332: 95-176. https://doi.org/10.3897/zookeys.332.4753","year":2013,"lang":"en","type":"other","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Data Management and Algorithms","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Habitus; Field (mathematics); Scale (ratio); Identity (music)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","scholarly_communication","open_science","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0005764225,0.0007198864,0.0007294474,0.0005445561,0.0008743798,0.001617705,0.005826006,0.0002576072,0.2915709],"category_scores_gemma":[0.0002651929,0.0007361858,0.000169503,0.000790044,0.0002668615,0.0006593325,0.004433761,0.0008154543,0.1569602],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003019689,"about_ca_system_score_gemma":0.0000553307,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.08531218,"about_ca_topic_score_gemma":0.0007389666,"domain_scores_codex":[0.9946299,0.0005757917,0.0007590235,0.001537773,0.001521689,0.0009758067],"domain_scores_gemma":[0.9957733,0.0000654573,0.0006779882,0.002482781,0.0004717194,0.0005287677],"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":[0.00002329577,0.0001957736,0.00003721182,0.0001537005,0.0002103381,0.00008001248,0.000170897,0.00001723281,0.00004243393,0.002201814,0.941902,0.05496525],"study_design_scores_gemma":[0.0009061088,0.0002667625,0.00090378,0.0002755645,0.00004904212,0.000001983587,0.00005006812,0.003651257,0.0000928006,0.00007044282,0.9930062,0.0007259813],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0005481282,0.0005592,0.01421939,0.0009240896,0.0007226196,0.001285834,0.0004047257,0.001189147,0.9801469],"genre_scores_gemma":[0.009440396,0.0007631599,0.00225893,0.0006716007,0.0009354751,0.000001019909,0.003653673,0.004244823,0.9780309],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1346107,"threshold_uncertainty_score":0.999553,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02138287649124515,"score_gpt":0.2122065111196384,"score_spread":0.1908236346283933,"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."}}