{"id":"W2242189309","doi":"","title":"Exotics in British Columbia: now and in the future.","year":2006,"lang":"en","type":"article","venue":"","topic":"Botany, Ecology, and Taxonomy Studies","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"History; Political science; Geography","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"observational","genre":"empirical","about_ca_system":false,"about_ca_topic":true,"confidence":"low","status":"direct model label, unvalidated"},{"model":"gpt","categories":[],"domain":null,"study_design":"observational","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"high","status":"direct model label, unvalidated"}],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002033476,0.0001837975,0.0001764034,0.00106237,0.002022978,0.000988969,0.0004651678,0.0003569606,0.003559169],"category_scores_gemma":[0.0007210558,0.0001598648,0.00008722691,0.002464316,0.0008115454,0.0004153877,0.0006606558,0.0006711279,0.0002959938],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005446564,"about_ca_system_score_gemma":0.004962935,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9744582,"about_ca_topic_score_gemma":0.9957801,"domain_scores_codex":[0.9997841,0.00002313095,0.00001063748,0.00004297278,0.00005035064,0.00008898233],"domain_scores_gemma":[0.9992484,0.00006464608,0.0001319171,0.00002816026,0.000304453,0.0002223836],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002262247,0.00008253591,0.9201614,0.0001619841,0.00005115513,0.001673479,0.009322299,0.0001331937,0.001910751,0.0008587653,0.008095906,0.05732231],"study_design_scores_gemma":[0.000005498718,0.00001406661,0.9811603,0.00005961011,0.00001762996,0.0003425191,0.01221175,0.0001731171,0.0001046038,0.00009104691,0.005808677,0.00001110729],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9914197,0.001604907,0.00006154595,0.0005168513,0.00001485253,0.00001201797,0.0009386414,0.00000865769,0.005422727],"genre_scores_gemma":[0.993541,0.00119102,0.00009972277,0.0001741214,0.000004614636,0.000006487523,0.000532342,0.000004741921,0.004445854],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02554178,"threshold_uncertainty_score":0.05138433,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01451747540582188,"score_gpt":0.1826872730703365,"score_spread":0.1681697976645146,"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."}}