{"id":"W7126046720","doi":"10.5281/zenodo.18419855","title":"Isoetes sahyadrii Mahab. ex Rao 1944","year":2025,"lang":"","type":"article","venue":"Open MIND","topic":"Fern and Epiphyte Biology","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Museum of Nature","funders":"","keywords":"Typification; Type (biology); Taxonomy (biology); Nomenclature","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":[0.0001452222,0.0003829036,0.0002005306,0.000975765,0.001390057,0.0004822329,0.0004405336,0.0003592623,0.0044611],"category_scores_gemma":[0.0003566791,0.000168183,0.0001323945,0.0007817761,0.0007579727,0.0007738976,0.0008533571,0.0006895593,0.001387243],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004688522,"about_ca_system_score_gemma":0.0005186078,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004544288,"about_ca_topic_score_gemma":0.009714654,"domain_scores_codex":[0.9998559,0.00002136984,0.00001187457,0.00004163243,0.00003829381,0.0000308906],"domain_scores_gemma":[0.9998528,0.00003711367,0.00004458247,0.00001896644,0.00002968468,0.00001686979],"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":[0.0004450071,0.0001568433,0.06039857,0.001208226,0.00006934677,0.006949103,0.01332376,0.001513404,0.04015077,0.03213501,0.02302074,0.8206292],"study_design_scores_gemma":[0.00005404812,0.0003307144,0.2755795,0.0005224835,0.0001089356,0.01447043,0.006755983,0.000755727,0.006720001,0.008393692,0.6862329,0.00007558113],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5849056,0.02277891,0.009243934,0.00126296,0.001810802,0.0002689197,0.001689137,0.0004008583,0.3776388],"genre_scores_gemma":[0.9702216,0.004023027,0.002936872,0.0005212063,0.0002428075,0.00005210346,0.0009241643,0.00001573231,0.02106246],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004544288,"threshold_uncertainty_score":0.01492387,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04725876604600357,"score_gpt":0.3077675770595626,"score_spread":0.260508811013559,"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."}}