{"id":"W4409974215","doi":"10.15421/012507","title":"The precipitation levels during the warmest quarter are the primary factor influencing the spatial distribution of Opatrum sabulosum","year":2025,"lang":"en","type":"article","venue":"Biosystems Diversity","topic":"Plant Ecology and Taxonomy Studies","field":"Agricultural and Biological Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Precipitation; Primary (astronomy); Spatial distribution; Factor (programming language); Distribution (mathematics); Environmental science; Geography; Mathematics; Meteorology; Remote sensing; Computer science; Archaeology; Physics","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":[0.0001547951,0.0002529773,0.0002184619,0.0006822041,0.0002582346,0.000444298,0.0001725095,0.0001175186,0.0010388],"category_scores_gemma":[0.0004418207,0.00008122934,0.0002199232,0.00083736,0.0002363757,0.000275418,0.0003717232,0.0001678237,0.0001823744],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002045867,"about_ca_system_score_gemma":0.0001476381,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006570017,"about_ca_topic_score_gemma":0.01280861,"domain_scores_codex":[0.9999125,0.00001607526,0.000007172798,0.00003225194,0.00001626209,0.00001575241],"domain_scores_gemma":[0.9997411,0.00006943572,0.0001162665,0.00001319378,0.00003239996,0.00002754692],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001214662,0.00002068487,0.9621899,0.00009507086,0.00006425343,0.0002763169,0.0002785378,0.003208149,0.01149481,0.00008503336,0.00009574006,0.02207001],"study_design_scores_gemma":[0.00000105796,0.00001094686,0.9980228,0.000004295666,0.00001063751,0.00007522113,0.0002508693,0.0009970122,0.0001975101,0.00005465272,0.0003722329,0.000002776963],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989216,0.0001535603,0.0001892239,0.00001087428,0.000001615395,0.000001624098,0.0001672485,0.000005632918,0.0005484883],"genre_scores_gemma":[0.9994312,0.00008085962,0.0001819909,0.00000325923,0.000001821845,0.000002225043,0.0002091838,0.000001981551,0.00008756987],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006570017,"threshold_uncertainty_score":0.01306355,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01736716481399809,"score_gpt":0.1861431266153184,"score_spread":0.1687759618013203,"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."}}