{"id":"W1998060920","doi":"10.1111/j.1523-1739.2004.1866_5.x","title":"Biological Conveyor Belts","year":2004,"lang":"en","type":"article","venue":"Conservation Biology","topic":"Aquatic Invertebrate Ecology and Behavior","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Biodiversity; Geography; Premise; Ecology; Invasive species; Ecosystem; Introduced species; Biology","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001554149,0.00007697711,0.00009946879,0.00001404801,0.0001251769,0.000003675939,0.0001213647,0.0001741729,0.01213364],"category_scores_gemma":[0.00006310679,0.00005980426,0.00002545207,0.0001014928,0.000458381,0.00005796821,0.00005066161,0.00007863606,0.007745987],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006352445,"about_ca_system_score_gemma":0.00002311661,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002295462,"about_ca_topic_score_gemma":0.0003898133,"domain_scores_codex":[0.9993763,0.00005909926,0.0001507574,0.0002041613,0.00003148551,0.0001782113],"domain_scores_gemma":[0.999732,0.00005138426,0.00005298503,0.0001141406,0.000007243092,0.00004222236],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001898321,0.0001035546,0.9395249,7.956669e-7,0.000005937169,0.000009605448,0.0001011295,0.00001955485,0.03545984,0.01860402,0.004022982,0.002128736],"study_design_scores_gemma":[0.0008115905,0.0002657107,0.9225098,0.000002106867,0.000007976714,0.0000262538,0.0000358527,0.00007539499,0.005691713,0.02843641,0.04195632,0.0001808458],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9897066,0.000007737642,0.001803181,0.003824107,0.0002116578,0.0001301982,0.000003405714,0.00005291916,0.004260206],"genre_scores_gemma":[0.9913192,0.000007938159,0.001381745,0.006850783,0.00002267209,0.00001943499,0.00004137131,0.000003277876,0.0003536218],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03793334,"threshold_uncertainty_score":0.9930266,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03576178977871736,"score_gpt":0.2605685510375859,"score_spread":0.2248067612588685,"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."}}