{"id":"W6931085538","doi":"10.5281/zenodo.12827111","title":"Fig. 5 in The Arthropod Associates of 155 North American Cynipid Oak Galls","year":2022,"lang":"en","type":"other","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Green IT and Sustainability","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Gall; Nearctic ecozone; Hymenoptera; Cecidomyiidae; Taxonomy (biology); Arthropod","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000565447,0.0001793731,0.0002828352,0.0003039959,0.0003115477,0.0001128876,0.001016279,0.00005230601,0.02598138],"category_scores_gemma":[0.000417081,0.0001651903,0.00006963097,0.0009372406,0.0002189843,0.00004910159,0.0004573989,0.0004727495,0.0007439387],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00028549,"about_ca_system_score_gemma":0.000004393698,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009817119,"about_ca_topic_score_gemma":0.0000397747,"domain_scores_codex":[0.9983442,0.0004240448,0.0002557175,0.0002567588,0.0003944158,0.00032481],"domain_scores_gemma":[0.99912,0.00003660167,0.0001228953,0.0005328561,0.0001317121,0.00005596316],"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":[0.000008914555,0.00007918925,0.0001911843,0.0002501825,0.00008901116,0.0000201773,0.00179579,0.0003190165,0.00001927794,0.0002433808,0.9730193,0.02396459],"study_design_scores_gemma":[0.0001667515,0.0001003746,0.002820836,0.0000181976,0.00001235818,0.000008952762,0.001574412,0.0001149644,0.000005490838,0.0000326664,0.9949814,0.0001636062],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.02319048,0.0006900852,0.00007664224,0.0004608406,0.0001822561,0.001043215,0.001117023,0.001478506,0.9717609],"genre_scores_gemma":[0.8983883,0.002504353,0.0002413114,0.0003425614,0.0006233455,8.431813e-7,0.008978228,0.02112624,0.06779481],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9039661,"threshold_uncertainty_score":0.974909,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01318620663840375,"score_gpt":0.2136307957035967,"score_spread":0.200444589065193,"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."}}