{"id":"W3158742860","doi":"10.21203/rs.3.rs-440305/v1","title":"Species on the move: Stowaways and contaminants cause the greatest economic impacts","year":2021,"lang":"en","type":"preprint","venue":"Research Square","topic":"Forest Insect Ecology and Management","field":"Environmental Science","cited_by":7,"is_retracted":false,"has_abstract":false,"ca_institutions":"Carleton University","funders":"Agence Nationale de la Recherche","keywords":"Alien; Alien species; Invasive species; Introduced species; Range (aeronautics); Ecology; Geography; Biology; Political science","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":[0.0002412675,0.0004139198,0.0003121703,0.0008082211,0.001149392,0.002057614,0.000211168,0.0007396773,0.05083327],"category_scores_gemma":[0.0009171732,0.000150231,0.0002343723,0.001645353,0.000461225,0.001338792,0.0006521331,0.0006091168,0.003295942],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008079354,"about_ca_system_score_gemma":0.0008253884,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02641731,"about_ca_topic_score_gemma":0.09601195,"domain_scores_codex":[0.9998079,0.00003345112,0.00000532324,0.0000341662,0.00006192715,0.0000571994],"domain_scores_gemma":[0.9995553,0.00007221709,0.0001219295,0.00002413172,0.00009630989,0.0001302172],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0005787535,0.0003994327,0.3116807,0.0007301868,0.00037819,0.00110914,0.001308266,0.004455832,0.01138067,0.05654944,0.2493578,0.3620717],"study_design_scores_gemma":[0.00004442534,0.00008947741,0.7332574,0.0002645807,0.0002579734,0.001016872,0.01184407,0.004010906,0.005517222,0.03657588,0.2070809,0.00004021963],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.639733,0.005300113,0.006702899,0.02187087,0.001097606,0.00007445147,0.006731444,0.0004636524,0.3180259],"genre_scores_gemma":[0.8788452,0.003600565,0.003957353,0.0009806113,0.0004341163,0.00002852136,0.003082142,0.0001826293,0.1088889],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05083327,"threshold_uncertainty_score":0.1700543,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06270885183597028,"score_gpt":0.3307912164596312,"score_spread":0.268082364623661,"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."}}