{"id":"W6980187924","doi":"","title":"Be it Horseweed or Common Reed: Invasion Sucks Indeed","year":2019,"lang":"en","type":"article","venue":"Digital Commons - Montana Tech (Montana Tech of the University of Montana)","topic":"Sustainable Development and Environmental Policy","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Invasive species; Introduced species; Genetic diversity; Native plant; Abundance (ecology); Ecosystem; Phragmites; Propagule pressure; Species diversity","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004030845,0.0005517101,0.0008150595,0.0002600217,0.0004678084,0.00005665088,0.002534834,0.0003547163,0.001311249],"category_scores_gemma":[0.00008374715,0.0004855641,0.000433097,0.001228666,0.0009490215,0.001146851,0.002623049,0.0005524757,0.000147583],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001455368,"about_ca_system_score_gemma":0.00009104137,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01506361,"about_ca_topic_score_gemma":0.02520826,"domain_scores_codex":[0.9965739,0.0001170979,0.0006110242,0.0007143327,0.001206579,0.0007770744],"domain_scores_gemma":[0.997295,0.0001831118,0.0005924323,0.001620013,0.00003486657,0.0002745349],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002069412,0.001419897,0.8989277,0.0001967655,0.0004700884,0.0004205526,0.003714474,0.001028976,0.02072436,0.000691628,0.05048591,0.01985019],"study_design_scores_gemma":[0.005816882,0.00162932,0.8126883,0.0005320496,0.0003582147,0.0001370727,0.03824783,0.001060665,0.01490346,0.002444823,0.1198428,0.002338574],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8978449,0.00004250781,0.0000509262,0.001705715,0.0001101433,0.001083889,0.0001372701,0.0001184328,0.09890629],"genre_scores_gemma":[0.9832174,0.00005357219,0.0004156834,0.0002047901,0.00001090909,0.000002465791,0.00004387999,0.00005369618,0.01599765],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08623948,"threshold_uncertainty_score":0.9997596,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01329077536049138,"score_gpt":0.1900045331589507,"score_spread":0.1767137577984593,"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."}}