{"id":"W7093327607","doi":"10.5281/zenodo.17427426","title":"Phyllium cayabyabi Cumming, Foley, Hennemann, Le Tirant & Buscher 2025, sp. nov.","year":2025,"lang":"","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Cross-Border Cooperation and Integration","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Espace pour la vie","funders":"","keywords":"Holotype; Context (archaeology); Black spot","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":[0.001961182,0.0003988939,0.0003921171,0.0005012916,0.01117443,0.004707219,0.001808424,0.0003037037,0.0529884],"category_scores_gemma":[0.001681602,0.000445943,0.0002073464,0.002477937,0.000910321,0.0009929885,0.001224446,0.0007449308,0.01519314],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005276192,"about_ca_system_score_gemma":0.0001214953,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001027697,"about_ca_topic_score_gemma":0.0001128964,"domain_scores_codex":[0.9953199,0.001064195,0.0007958755,0.001023345,0.0008817021,0.0009149928],"domain_scores_gemma":[0.9962129,0.00005817949,0.0002584063,0.0007765714,0.002350509,0.0003434628],"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":[0.0001281256,0.0007191499,0.00002823552,0.0001467003,0.0001578114,0.000009995314,0.01641569,0.0001217895,0.006365934,0.1405154,0.6884105,0.1469808],"study_design_scores_gemma":[0.001040423,0.0001893829,0.0005900656,0.0001449015,0.00004912654,0.000005706221,0.006507389,0.001443203,0.001043487,0.0003753208,0.9881787,0.0004322848],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.02456363,0.001242634,0.01517088,0.0217749,0.001737661,0.001828145,0.0002600843,0.001234479,0.9321876],"genre_scores_gemma":[0.9046456,0.0009228018,0.000151821,0.001231184,0.000639133,2.680651e-7,0.0011167,0.001145788,0.09014675],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.8800819,"threshold_uncertainty_score":0.9997993,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03334902358907104,"score_gpt":0.3133675154146733,"score_spread":0.2800184918256023,"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."}}