{"id":"W7126046897","doi":"10.5281/zenodo.18413378","title":"Halamphora hamiltoniana Pottiez, Bosak, Kanjer & Zidarova 2025, sp. nov.","year":2025,"lang":"","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Lichen and fungal ecology","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Raphe; Dorsum; Ridge; Margin (machine learning); Long axis","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002117276,0.0008460705,0.0007512587,0.001508838,0.002062246,0.001029234,0.0006803718,0.0009626853,0.01339282],"category_scores_gemma":[0.0006429094,0.0004285241,0.000336625,0.001134446,0.0008561674,0.001937991,0.001459777,0.00117833,0.006425326],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007167838,"about_ca_system_score_gemma":0.000907564,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008696368,"about_ca_topic_score_gemma":0.01027661,"domain_scores_codex":[0.9997861,0.00001976928,0.00003117753,0.00007274769,0.0000566161,0.00003362336],"domain_scores_gemma":[0.9997967,0.00004821568,0.00004195116,0.00003467167,0.00004149813,0.00003705861],"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":[0.001080403,0.0002570168,0.02978159,0.00345927,0.0004151592,0.006986284,0.00366922,0.002522107,0.05099722,0.006910956,0.04608703,0.8478337],"study_design_scores_gemma":[0.000601672,0.000475885,0.2591279,0.002326262,0.0007000893,0.01590146,0.004361032,0.001608456,0.005622176,0.003429093,0.705694,0.0001519564],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4519046,0.07588274,0.01902324,0.002523771,0.004369764,0.003026652,0.02480109,0.002412766,0.4160554],"genre_scores_gemma":[0.9008811,0.02308577,0.0164868,0.002648721,0.0005330027,0.001719394,0.01278277,0.0002670918,0.0415954],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01339282,"threshold_uncertainty_score":0.04480338,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02959872457702524,"score_gpt":0.2411185080193703,"score_spread":0.2115197834423451,"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."}}