{"id":"W7162066518","doi":"10.82308/11797","title":"Pollination services are mediated by bee functional diversity and landscape context","year":2014,"lang":"en","type":"dissertation","venue":"","topic":"Plant and animal studies","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Context (archaeology); Natural regeneration; Apidae; Wildlife conservation","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":[0.0001886904,0.0002155251,0.0003254898,0.0004375266,0.0005701839,0.0009049579,0.000227641,0.0002315305,0.002327058],"category_scores_gemma":[0.0005005148,0.0001526849,0.0001730874,0.0004346038,0.0003884946,0.0003266817,0.0003897174,0.000198753,0.0001695879],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001235928,"about_ca_system_score_gemma":0.0006323077,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1189007,"about_ca_topic_score_gemma":0.3796546,"domain_scores_codex":[0.9998655,0.00002414414,0.000005103343,0.00003449785,0.00002421625,0.00004646069],"domain_scores_gemma":[0.9996897,0.0000725694,0.00006520918,0.00002243413,0.00006815067,0.00008193927],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003814948,0.00007939709,0.7528862,0.0002028294,0.0002547585,0.0003160567,0.0009313025,0.001222954,0.2201336,0.0003428651,0.0002879421,0.02296061],"study_design_scores_gemma":[0.000001462045,0.00002160776,0.9991787,0.000002793162,0.000008569192,0.00002615155,0.0001370664,0.0001758934,0.0002430055,0.00001862386,0.000183783,0.000002367834],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981915,0.0002443278,0.0002009225,0.00001652154,0.000001205789,0.000008019082,0.0001218444,0.000005418784,0.001210244],"genre_scores_gemma":[0.9990582,0.0001025764,0.0001892066,0.00001214875,9.724577e-7,0.000005649813,0.0001003799,0.00000272117,0.0005280875],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1189007,"threshold_uncertainty_score":0.2364172,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0208781539298837,"score_gpt":0.178342845831878,"score_spread":0.1574646919019943,"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."}}