{"id":"W6950120515","doi":"10.5281/zenodo.6952163","title":"Acropimpla alboricta","year":2022,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Invertebrate Taxonomy and Ecology","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Ridge; Term (time); Work (physics)","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001482255,0.0009948176,0.0002283403,0.001659865,0.001313035,0.0004621897,0.0004992014,0.0002589871,0.01295793],"category_scores_gemma":[0.0002735351,0.0002115289,0.0001537714,0.0006781161,0.0003193101,0.0007598186,0.000664782,0.0003585992,0.003228742],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007396177,"about_ca_system_score_gemma":0.0002866567,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01397758,"about_ca_topic_score_gemma":0.03958289,"domain_scores_codex":[0.9998667,0.000008934187,0.000008545085,0.00005071418,0.00003907502,0.00002594934],"domain_scores_gemma":[0.9998291,0.0000174061,0.00006864878,0.00001211748,0.0000485653,0.0000242445],"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":[0.0007284555,0.000601662,0.09845599,0.001327837,0.0001211067,0.004943537,0.001591132,0.0009275226,0.09911371,0.004430129,0.03198237,0.7557765],"study_design_scores_gemma":[0.00008570542,0.0006584577,0.7871721,0.0004602232,0.0001251582,0.006140511,0.001489392,0.0005542116,0.003242205,0.0007739137,0.199261,0.00003709652],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7023816,0.007927444,0.002208405,0.0003205317,0.0002313501,0.0003448604,0.003298174,0.0004642053,0.2828234],"genre_scores_gemma":[0.9557374,0.00281068,0.003693848,0.0005563742,0.000172085,0.0001622233,0.002892002,0.00003742178,0.03393811],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01397758,"threshold_uncertainty_score":0.04334861,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0373592270734692,"score_gpt":0.2058775690536565,"score_spread":0.1685183419801873,"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."}}