{"id":"W7115579831","doi":"10.5281/zenodo.17943072","title":"Phaeoceros kashyapii A. K. Asthana & S. C. Srivast.","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; Apex (geometry); Pyrenoid; Holdfast; Dorsum; Gametophyte","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001240646,0.0009446028,0.0003752915,0.002185479,0.001994813,0.0005345957,0.000742267,0.0004777027,0.02729664],"category_scores_gemma":[0.0002876146,0.0003890575,0.0002028885,0.003009428,0.000946437,0.001990451,0.001527334,0.0009378237,0.008507437],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005725433,"about_ca_system_score_gemma":0.0008601025,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01555468,"about_ca_topic_score_gemma":0.02759317,"domain_scores_codex":[0.9998409,0.00001334106,0.0000180682,0.00005034635,0.00004830213,0.00002906266],"domain_scores_gemma":[0.9997906,0.00003532361,0.00007859143,0.00002249304,0.00003968212,0.00003335059],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0002450539,0.0001471973,0.01386014,0.001566918,0.00005414646,0.008641455,0.005202394,0.0004195968,0.02101457,0.004959929,0.04624867,0.89764],"study_design_scores_gemma":[0.0001283065,0.0003268202,0.3553097,0.0005409322,0.0001583417,0.03383359,0.008141826,0.0003776578,0.005078836,0.003522628,0.5924766,0.0001048154],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3077797,0.07681952,0.005332982,0.004142016,0.00112012,0.001472564,0.00677097,0.0009867811,0.5955753],"genre_scores_gemma":[0.8746057,0.03355065,0.006705475,0.00164524,0.0004794525,0.0003256608,0.003645168,0.00009224118,0.07895035],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02729664,"threshold_uncertainty_score":0.09131634,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0263895379572831,"score_gpt":0.2347032085367981,"score_spread":0.208313670579515,"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."}}