{"id":"W7161943737","doi":"10.82308/49034","title":"Assessing the relationship between propagule pressure and probability of establishment for the aquatic invader «Bythotrephes longimanus» using two complementary approaches","year":2010,"lang":"en","type":"dissertation","venue":"","topic":"Aquatic Invertebrate Ecology and Behavior","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Propagule pressure; Allee effect; Biological dispersal; Propagule; Population; Introduced species","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00112779,0.0003145234,0.0002475478,0.001015741,0.0003577034,0.001167922,0.0003465725,0.0004596725,0.001421186],"category_scores_gemma":[0.00516843,0.0002331657,0.0004825325,0.0006364833,0.0003251586,0.0007061565,0.0004909419,0.0005054602,0.0002176282],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008227998,"about_ca_system_score_gemma":0.0004761218,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02161954,"about_ca_topic_score_gemma":0.03862406,"domain_scores_codex":[0.9996005,0.00008665319,0.00003410192,0.0001285229,0.0001051344,0.00004524782],"domain_scores_gemma":[0.9932013,0.004178429,0.001742633,0.0002232719,0.0003475388,0.0003068532],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005929449,0.00004245592,0.9911503,0.00002034297,0.0001373731,0.00004708108,0.0001251959,0.003988846,0.0009020247,0.0001413976,0.00004327145,0.003342432],"study_design_scores_gemma":[0.00000298281,0.0001765627,0.9703079,0.000007651774,0.00005624447,0.0001133293,0.0002947368,0.02828517,0.0003809448,0.000184137,0.000174813,0.00001560914],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9977507,0.00006573154,0.001247431,0.00002629373,0.00000195205,0.00001051792,0.0002011448,0.000009145378,0.0006870796],"genre_scores_gemma":[0.9985336,0.00006059675,0.0008012637,0.000004147751,0.000003208721,0.00001127617,0.000219436,0.000002282714,0.0003641439],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02161954,"threshold_uncertainty_score":0.04298741,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1887792229179623,"score_gpt":0.3506034080407328,"score_spread":0.1618241851227705,"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."}}