{"id":"W7115584562","doi":"10.5281/zenodo.17943067","title":"Phaeoceros aequatus Suwanmala & Chantanaorr. 2025, sp. nov.","year":2025,"lang":"","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Bryophyte Studies and Records","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"","keywords":"Thallus; Pyrenoid; Apex (geometry); Holdfast; Spore","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":[0.0008231523,0.0003980225,0.000440249,0.0001317034,0.007760516,0.001368615,0.001808317,0.0002354956,0.04656693],"category_scores_gemma":[0.0004372014,0.0002302236,0.0002413556,0.00216937,0.000584926,0.0002644575,0.003252684,0.0006038303,0.009520371],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00022945,"about_ca_system_score_gemma":0.000007220513,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002284272,"about_ca_topic_score_gemma":0.00001315805,"domain_scores_codex":[0.9963974,0.0004852378,0.0005708878,0.001000543,0.0005227928,0.001023074],"domain_scores_gemma":[0.9982284,0.00007824199,0.0002101803,0.0003314167,0.0008485402,0.0003031936],"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":[0.0001469713,0.0003533679,0.00003827945,0.0001151733,0.0001613303,0.00002258666,0.0003576897,0.000006766772,0.005411205,0.005020074,0.5128552,0.4755113],"study_design_scores_gemma":[0.0005614388,0.0005592609,0.007139838,0.0001541862,0.00006281489,0.00003514999,0.001226738,0.0002297824,0.0002808329,0.0002990878,0.9890556,0.0003952245],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1284485,0.006650544,0.0005376046,0.0300016,0.008299652,0.00248437,0.001678411,0.001626596,0.8202727],"genre_scores_gemma":[0.9587091,0.005971579,0.00006133445,0.001040485,0.002769433,1.356054e-7,0.001281717,0.0003025397,0.02986367],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8302606,"threshold_uncertainty_score":0.9996681,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03357904838413936,"score_gpt":0.2436781911272122,"score_spread":0.2100991427430728,"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."}}