{"id":"W6892542786","doi":"10.5281/zenodo.10166489","title":"Aphis spinarum Hartig 1841","year":2023,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Research on scale insects","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Agriculture and Agri-Food Canada","funders":"","keywords":"Aphis; Prunus; Aphid; Host (biology); Loranthaceae","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":[],"consensus_categories":[],"category_scores_codex":[0.00005643983,0.0004590765,0.0002013867,0.0008961909,0.0009132905,0.0003827389,0.0002830529,0.0003440514,0.01392013],"category_scores_gemma":[0.0001523017,0.0001127844,0.0001022129,0.0006267459,0.0003026261,0.0006058611,0.0005147446,0.0003975919,0.008376123],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004520866,"about_ca_system_score_gemma":0.0002890542,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007274955,"about_ca_topic_score_gemma":0.007862069,"domain_scores_codex":[0.9998363,0.00001497699,0.00001321845,0.00004981246,0.00005963443,0.00002603291],"domain_scores_gemma":[0.9999347,0.000007956164,0.00002168826,0.000008180462,0.00001984378,0.00000769237],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0001741581,0.00009917754,0.01763952,0.0005615935,0.00004607858,0.00138435,0.001277933,0.0001427613,0.0254961,0.003501083,0.03214174,0.9175355],"study_design_scores_gemma":[0.00002758967,0.000203311,0.2154507,0.0002781253,0.00005963651,0.007430351,0.001056413,0.0002122026,0.005260779,0.00101874,0.7689798,0.00002240081],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3235758,0.02633369,0.00411642,0.00099319,0.002522894,0.0004705199,0.005323552,0.001237185,0.6354268],"genre_scores_gemma":[0.9066089,0.0115142,0.003600983,0.0009139961,0.000686018,0.00007934051,0.003535178,0.0000664705,0.07299478],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01392013,"threshold_uncertainty_score":0.04656744,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06738383098896324,"score_gpt":0.2532390251820039,"score_spread":0.1858551941930407,"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."}}