{"id":"W7103886015","doi":"10.5281/zenodo.17511178","title":"Andrena (Micrandrena) govinda Warncke 1974","year":2025,"lang":"","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Fern and Epiphyte Biology","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Agriculture and Agri-Food Canada","funders":"","keywords":"Wadi; Desert (philosophy); Spring (device); Habitat; Annals","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":[0.000182668,0.0008232618,0.0004078604,0.001456144,0.001568497,0.0005930276,0.0008129811,0.0006504473,0.01874669],"category_scores_gemma":[0.0004066004,0.000320675,0.0002173131,0.0006761344,0.000871704,0.0009672145,0.0009801931,0.001097329,0.006409868],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001481941,"about_ca_system_score_gemma":0.0007128697,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02233803,"about_ca_topic_score_gemma":0.06091205,"domain_scores_codex":[0.9997815,0.00002317448,0.0000141245,0.00008121826,0.00006435268,0.00003556066],"domain_scores_gemma":[0.999871,0.00002520342,0.00004886495,0.00001687657,0.00002656597,0.00001141307],"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":[0.0005512832,0.000141938,0.02077297,0.001250129,0.0000783611,0.002426103,0.002675518,0.001302771,0.04290443,0.021361,0.03299231,0.8735431],"study_design_scores_gemma":[0.00007856702,0.0001000103,0.09479108,0.0004534831,0.00006639279,0.002913122,0.0006876534,0.0001801739,0.002687452,0.002195458,0.8958154,0.00003132383],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1608202,0.02701285,0.005958685,0.001198775,0.0005375067,0.0008349941,0.004126033,0.000741471,0.7987694],"genre_scores_gemma":[0.8137478,0.008505585,0.007545015,0.001193601,0.0001902101,0.0003252344,0.003371483,0.000126903,0.1649941],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02233803,"threshold_uncertainty_score":0.06271398,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02805623232301901,"score_gpt":0.2336360781891493,"score_spread":0.2055798458661303,"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."}}