{"id":"W7115570191","doi":"10.5281/zenodo.17943071","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":"codex-gemma-dda1882f352a","candidate_categories":["sts","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0007178245,0.0003365987,0.0003684835,0.000111864,0.007746205,0.001318595,0.001763265,0.0001945155,0.04297017],"category_scores_gemma":[0.0003972248,0.0001917935,0.0002189221,0.001797426,0.000532878,0.0002363488,0.003106833,0.0004944606,0.007813387],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001867742,"about_ca_system_score_gemma":0.000004729281,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001346846,"about_ca_topic_score_gemma":0.000005865384,"domain_scores_codex":[0.9968933,0.0004665312,0.0004929359,0.0008693598,0.0004440697,0.0008337981],"domain_scores_gemma":[0.9984486,0.00006384097,0.000175102,0.000299752,0.0007509977,0.0002616891],"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":[0.00007046919,0.0002387262,0.00001192258,0.00006144847,0.0001117788,0.00000885141,0.0002558924,0.000006383341,0.002353596,0.002591314,0.5017797,0.4925099],"study_design_scores_gemma":[0.0004427514,0.0005517207,0.006869105,0.0001340489,0.00004621466,0.00003114934,0.0009162065,0.0001787197,0.0001960017,0.0003741038,0.9899332,0.0003267884],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.06231053,0.004147767,0.0006336132,0.02695602,0.005197454,0.001757493,0.001306156,0.001426815,0.8962641],"genre_scores_gemma":[0.9582469,0.003920362,0.0001020719,0.00119401,0.00293658,9.433106e-8,0.00160377,0.0003410261,0.03165522],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8959363,"threshold_uncertainty_score":0.9997181,"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."}}