{"id":"W6938967964","doi":"10.60692/y1r5m-prv54","title":"Influential factors and barriers change along the invasion continuum of an alien plant","year":2023,"lang":"en","type":"article","venue":"Greater South Information System","topic":"Ecology and Vegetation Dynamics Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"","keywords":"Abiotic component; Population; Biotic component; Plant cover; Pollinator; Alien; Shrubland; Propagule pressure; Ecosystem","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":[0.0004729475,0.0002312062,0.0002762914,0.0008091261,0.0004016368,0.001057009,0.0002123617,0.00028906,0.001597636],"category_scores_gemma":[0.001736536,0.0001280985,0.0002535893,0.0005559217,0.0004465694,0.0002933547,0.0004295926,0.0003970331,0.0001108886],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002804026,"about_ca_system_score_gemma":0.00018905,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003895726,"about_ca_topic_score_gemma":0.005752586,"domain_scores_codex":[0.9996518,0.00008986964,0.00002038289,0.0001212989,0.00006281665,0.00005389656],"domain_scores_gemma":[0.9978472,0.000898608,0.0006595438,0.0001091007,0.0001360309,0.0003494008],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009836281,0.00004342051,0.9917524,0.0000174103,0.0000831164,0.0001457427,0.0002582896,0.0004078275,0.004500658,0.0001174708,0.00004967587,0.002525665],"study_design_scores_gemma":[0.000001557623,0.00003345099,0.9985901,0.000003406178,0.00001358513,0.00007090766,0.000238214,0.0007598207,0.00008276493,0.00006308012,0.0001400427,0.000003267677],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994901,0.0000512512,0.0001369442,0.00001072981,0.000001262205,0.00000202749,0.00003033332,0.000004277656,0.000273027],"genre_scores_gemma":[0.9997892,0.00001857537,0.00008729026,0.000003271922,0.000002167496,0.000001844369,0.00003974834,0.000001765947,0.00005610801],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003895726,"threshold_uncertainty_score":0.0077461,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02991724215097229,"score_gpt":0.2063880012491646,"score_spread":0.1764707590981923,"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."}}