{"id":"W7017564920","doi":"","title":"Arthropods and plant invasions: a systematic review, case study, and methods contrast","year":2016,"lang":"en","type":"other","venue":"York University Digital Library (York University)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada; York University","keywords":"Herbivore; Trophic level; Arthropod; Netting; Guild; Grassland; Bioindicator; Abundance (ecology); Omnivore","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.008391798,0.00125254,0.003307426,0.02750867,0.0009330613,0.002503508,0.001094918,0.001836323,0.002452411],"category_scores_gemma":[0.02516637,0.000874801,0.003897959,0.02774525,0.00111899,0.002937828,0.001809788,0.001108507,0.0003197918],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003821163,"about_ca_system_score_gemma":0.0110563,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007491635,"about_ca_topic_score_gemma":0.02791962,"domain_scores_codex":[0.9918372,0.002659951,0.003297654,0.000623077,0.001303167,0.0002790013],"domain_scores_gemma":[0.97384,0.01968801,0.003788725,0.0004433014,0.001951795,0.0002881199],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0001946867,0.00009735824,0.006659125,0.788954,0.003451088,0.001404402,0.001761492,0.0002470391,0.0006620057,0.001989643,0.008185444,0.1863936],"study_design_scores_gemma":[0.00009939945,0.0003059273,0.01685396,0.8794103,0.01072567,0.003770313,0.0029985,0.0001941974,0.0002578533,0.0009945986,0.0843119,0.00007748786],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.001489295,0.9971142,0.0001765128,0.000334133,0.0001380983,0.0001982911,0.0001943134,0.000006020177,0.0003491743],"genre_scores_gemma":[0.01231943,0.9849293,0.00124364,0.0006029723,0.00009922498,0.0004856332,0.0001739272,0.000004866571,0.0001410552],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02750867,"threshold_uncertainty_score":0.04438061,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02020167952389013,"score_gpt":0.2261643504003949,"score_spread":0.2059626708765048,"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."}}