{"id":"W6949557637","doi":"10.5281/zenodo.16100765","title":"Megalotachea turonensis","year":2025,"lang":"fr","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Biological Control of Invasive Species","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Royal Tyrrell Museum","funders":"","keywords":"Product (mathematics); Process (computing); Identification (biology); Work (physics)","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","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0006931539,0.0002252259,0.0002668856,0.00007050021,0.002940091,0.001065907,0.001321904,0.0002340169,0.0673048],"category_scores_gemma":[0.001577373,0.0001276796,0.000159501,0.0009817474,0.000651341,0.0002237051,0.001455122,0.0004235477,0.01274753],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002023275,"about_ca_system_score_gemma":0.000002728054,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001106009,"about_ca_topic_score_gemma":0.000004397974,"domain_scores_codex":[0.9974937,0.0006987409,0.0003389509,0.0005913617,0.0002666813,0.0006104988],"domain_scores_gemma":[0.9986286,0.0001357234,0.000112423,0.0002043374,0.0007177839,0.0002010904],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006203313,0.0001650866,0.00001034596,0.00003716586,0.00006487443,0.00001197532,0.00007363978,0.000007150712,0.03052292,0.07609675,0.3652106,0.5277374],"study_design_scores_gemma":[0.0002796836,0.0004116099,0.01141289,0.00007284683,0.00003346972,0.00003254445,0.000345895,0.00007542968,0.0009620927,0.00216732,0.9839838,0.0002224541],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.05954468,0.01377119,0.0006228022,0.1747767,0.001412466,0.00103926,0.001016808,0.001385176,0.7464309],"genre_scores_gemma":[0.9358066,0.001527691,0.0002209073,0.003510488,0.000748119,6.522058e-8,0.001441274,0.000167787,0.05657705],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8762619,"threshold_uncertainty_score":0.9999711,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03971147024629046,"score_gpt":0.2341244625144166,"score_spread":0.1944129922681261,"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."}}