{"id":"W7051849174","doi":"","title":"Pollinator biodiversity and interaction networks in anthropogenic systems - roadside verges and transmission line easements as pollinator habitat in Manitoba, Canada","year":2022,"lang":"en","type":"dissertation","venue":"Mspace (University of Manitoba)","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Pollinator; Biodiversity; Habitat; Species richness; Foraging; Abundance (ecology); Vegetation (pathology); Ecological network","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":[0.0004561446,0.0003327,0.0003031375,0.001460307,0.003115498,0.001459056,0.001307742,0.0002583417,0.001796826],"category_scores_gemma":[0.001235335,0.000338845,0.0003549423,0.003143347,0.001416505,0.0003921735,0.001090364,0.0004810668,0.0001448319],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03406452,"about_ca_system_score_gemma":0.02602321,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9973075,"about_ca_topic_score_gemma":0.9992847,"domain_scores_codex":[0.9996413,0.00003601877,0.000017331,0.0001016782,0.00007412276,0.0001295561],"domain_scores_gemma":[0.9986107,0.0001329179,0.0002667,0.00004801467,0.0005072384,0.0004343995],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000411412,0.00002382333,0.9855148,0.00006731903,0.00006911567,0.0001299334,0.004451307,0.0003358687,0.000989705,0.0002949772,0.0009553461,0.007126715],"study_design_scores_gemma":[0.000004223405,0.00001104673,0.9950052,0.00003298472,0.00002456739,0.00003948959,0.003541938,0.0003681563,0.0000718575,0.00003311072,0.0008583424,0.000009176976],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9954086,0.0009862699,0.0001291254,0.0002682325,0.000006017817,0.00002973261,0.001500672,0.00001398043,0.001657337],"genre_scores_gemma":[0.9968525,0.0006706925,0.0004278453,0.00007481231,0.000002726515,0.00002262112,0.0006601628,0.000005880534,0.001282843],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03406452,"threshold_uncertainty_score":0.2471566,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009585772451238579,"score_gpt":0.2190262287305481,"score_spread":0.2094404562793095,"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."}}