{"id":"W6893210764","doi":"10.5281/zenodo.14951395","title":"Coproica demeteri Papp 2008","year":2015,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Collembola Taxonomy and Ecology Studies","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; University of Guelph","funders":"","keywords":"Context (archaeology); Phylogenetic tree; Identification (biology); Sequence (biology)","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":[0.0004099215,0.00008638385,0.0001094649,0.00002012532,0.001658404,0.0002237045,0.0004827194,0.00004815456,0.008297446],"category_scores_gemma":[0.0003648975,0.00004263314,0.00003576485,0.0003414855,0.0001112315,0.0001216532,0.0006699497,0.0001123049,0.006084401],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005422543,"about_ca_system_score_gemma":0.000001096986,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002602494,"about_ca_topic_score_gemma":0.000007539333,"domain_scores_codex":[0.9990387,0.000156107,0.0001350719,0.0002447288,0.0001544823,0.00027093],"domain_scores_gemma":[0.9994134,0.00002706473,0.00005024796,0.00007505803,0.0002736187,0.000160584],"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":[0.0000626352,0.0001069987,0.0001293851,0.000004755954,0.00003083537,0.000009027443,0.0002941118,0.000004223484,0.0038877,0.0004638679,0.7674578,0.2275487],"study_design_scores_gemma":[0.0001642441,0.0003251201,0.007142036,0.000003380613,0.000005487429,0.00003273241,0.0006218359,0.00002371711,0.0001160591,0.0001499729,0.9913137,0.0001017097],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6942749,0.0003432198,0.00007146814,0.005977807,0.0002184765,0.0005436434,0.0001892948,0.000965109,0.2974161],"genre_scores_gemma":[0.997795,0.00004217838,0.00009393911,0.0002621637,0.0002084621,7.171564e-8,0.0003853637,0.00003118892,0.001181587],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3035202,"threshold_uncertainty_score":0.9996413,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08487233683202029,"score_gpt":0.2249697155730701,"score_spread":0.1400973787410498,"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."}}