{"id":"W6930593085","doi":"10.5281/zenodo.14597054","title":"Arescon Walker 1846","year":2024,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Hemiptera Insect Studies","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Natural Resources Canada","funders":"","keywords":"Wing; Seta; Simple eye in invertebrates; Vertex (graph theory); Mandible (arthropod mouthpart)","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","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00030028,0.00009405062,0.00008336685,0.00002809373,0.001319916,0.0007850416,0.0004531004,0.00004084315,0.02433013],"category_scores_gemma":[0.0001797692,0.00004293837,0.00004924128,0.0004451094,0.00008024466,0.0001572795,0.0006098071,0.0001590291,0.01514153],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005565559,"about_ca_system_score_gemma":5.645488e-7,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002267526,"about_ca_topic_score_gemma":0.000001387469,"domain_scores_codex":[0.9989928,0.0001044666,0.0001307651,0.000303602,0.0002088789,0.0002594711],"domain_scores_gemma":[0.9996321,0.00003995235,0.00001926556,0.00007463883,0.0001436577,0.00009037962],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000131512,0.00004577295,0.000007877956,0.00003053984,0.00002990927,0.00002701972,0.000556372,0.000001801666,0.0948089,0.002302314,0.2876129,0.6145634],"study_design_scores_gemma":[0.00004056417,0.0001304137,0.001803218,0.00002898195,0.000004947545,0.00003878462,0.0001513015,0.00008389506,0.001175099,0.0001879579,0.9962486,0.0001062489],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.659575,0.0008553964,0.00008451662,0.00641232,0.0003425328,0.0004196429,0.0003175993,0.002794262,0.3291987],"genre_scores_gemma":[0.9971604,0.0001016557,0.00002377689,0.0001863109,0.0003122445,2.623271e-8,0.0004895357,0.00006301152,0.001663088],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7086357,"threshold_uncertainty_score":0.9999802,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04221096420159932,"score_gpt":0.2340053684883433,"score_spread":0.191794404286744,"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."}}