{"id":"W7093294535","doi":"10.5281/zenodo.17424833","title":"Phyllium Illiger 1798","year":2025,"lang":"","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Tensor decomposition and applications","field":"Mathematics","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Espace pour la vie","funders":"","keywords":"Natural (archaeology); Type (biology); Sequence (biology); Subject (documents)","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":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0007911766,0.0003295011,0.0003548528,0.0005066245,0.004929011,0.001713443,0.001698261,0.0001927925,0.04486631],"category_scores_gemma":[0.0007131509,0.00037894,0.0001899045,0.001537406,0.0003610407,0.0002562017,0.001644469,0.000591584,0.03410019],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003033004,"about_ca_system_score_gemma":0.00001164609,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000007857914,"about_ca_topic_score_gemma":2.229395e-7,"domain_scores_codex":[0.9968975,0.0005000885,0.0007075543,0.0007733936,0.0004805286,0.0006409115],"domain_scores_gemma":[0.9969033,0.0001127967,0.0002430261,0.001241279,0.00121787,0.0002817056],"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":[0.0000524497,0.00068913,0.000001230946,0.0002658303,0.0001493095,0.000007035477,0.0009555395,0.00002132945,0.004625539,0.3045111,0.6207865,0.06793498],"study_design_scores_gemma":[0.0007614444,0.0001075376,0.0002449175,0.0001600037,0.0001029164,0.00005171431,0.000634479,0.0008277802,0.001555979,0.01537857,0.9798356,0.0003390268],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.008819163,0.0004027913,0.07261365,0.01170349,0.0005778314,0.001846932,0.0009116062,0.002231249,0.9008933],"genre_scores_gemma":[0.9350296,0.0006007195,0.003644173,0.001805905,0.0005789854,3.666667e-7,0.002465153,0.004091721,0.05178333],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9262105,"threshold_uncertainty_score":0.9998662,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0453343932041289,"score_gpt":0.2996346672647685,"score_spread":0.2543002740606395,"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."}}