{"id":"W2782762286","doi":"10.1111/gcb.14049","title":"Is salinity an obstacle for biological invasions?","year":2018,"lang":"en","type":"article","venue":"Global Change Biology","topic":"Aquatic Invertebrate Ecology and Behavior","field":"Environmental Science","cited_by":68,"is_retracted":false,"has_abstract":true,"ca_institutions":"Fisheries and Oceans Canada","funders":"Fisheries and Oceans Canada; National Natural Science Foundation of China; Transport Canada; Alexander von Humboldt-Stiftung","keywords":"Biology; Habitat; Ecology; Taxon; Brackish water; Introduced species; Salinity","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0002261813,0.0001164444,0.0001480331,0.000008565152,0.0002161763,0.000005671748,0.0002488304,0.0002985716,0.02402121],"category_scores_gemma":[0.00006825395,0.00008712479,0.00004828104,0.0001126294,0.0007108062,0.00009269812,0.0001733419,0.00005168326,0.006603917],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009080158,"about_ca_system_score_gemma":0.000008299419,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003790876,"about_ca_topic_score_gemma":0.0006520976,"domain_scores_codex":[0.998994,0.00009859689,0.0001415019,0.0003619726,0.0000398424,0.0003640968],"domain_scores_gemma":[0.9995844,0.00003769529,0.00005317625,0.0002015847,0.00001442038,0.0001087733],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005898238,0.0001498548,0.9642599,9.996686e-7,0.000005662839,0.000001577205,0.0002071572,3.837468e-9,0.001042593,0.0006523573,0.0234681,0.01015284],"study_design_scores_gemma":[0.0005397509,0.002891237,0.925172,0.000002123414,0.0000205199,0.00001921697,0.0001453133,0.0001480436,0.0008726357,0.01716666,0.05274138,0.0002811512],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9956616,0.00001715185,0.0003931862,0.0007779923,0.0005887018,0.000356024,0.0001768414,0.0000532748,0.001975257],"genre_scores_gemma":[0.9909286,0.000004696943,0.001767341,0.006637257,0.0003189733,0.0000986742,0.00007290467,0.000003835843,0.0001677524],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0390879,"threshold_uncertainty_score":0.9941695,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.30526640127368,"score_gpt":0.364836516946021,"score_spread":0.05957011567234094,"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."}}