{"id":"W6908641638","doi":"10.3389/fmars.2023.1245320.s001","title":"DataSheet_1_Alien species established in the Bay of Biscay suggest significant contribution of both fouling and dry ship compartments.pdf","year":2023,"lang":"en","type":"dataset","venue":"Figshare","topic":"Art History and Market Analysis","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Bay; Biota; Port (circuit theory); Ballast; Biosecurity; Ecosystem; Fouling; Marine ecosystem","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003623144,0.000217284,0.0005267271,0.000251541,0.0001897739,0.000105587,0.0004515344,0.00009566207,0.09287728],"category_scores_gemma":[0.0005154593,0.000162033,0.0001128692,0.0001171538,0.0001102348,0.0001895761,0.0001702272,0.000244471,0.0005423738],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003635195,"about_ca_system_score_gemma":0.00005857898,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000338074,"about_ca_topic_score_gemma":0.01717606,"domain_scores_codex":[0.9985482,0.0001827674,0.0004829987,0.0002657382,0.0003136671,0.0002066415],"domain_scores_gemma":[0.998382,0.0006034183,0.0004308906,0.0004375949,0.000109322,0.00003680767],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000257962,0.00006354004,0.00006206444,0.0003620629,0.00007513705,0.00001452455,0.0009702077,0.000003118384,0.000001181012,0.0001825122,0.9982259,0.00001389932],"study_design_scores_gemma":[0.0002187743,0.00005361751,0.0006173013,0.0008446045,0.0001139878,2.86475e-7,0.00123948,0.000024491,0.000007169449,0.000029869,0.9966796,0.0001707928],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0001790294,0.000219376,1.015552e-7,0.00002834758,0.00009621389,0.0002885427,0.9974094,0.00001220986,0.001766769],"genre_scores_gemma":[0.004461516,0.00006724343,0.000001457878,0.00004627156,0.0001987483,0.00007074574,0.9940999,0.00001135957,0.001042822],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.0923349,"threshold_uncertainty_score":0.9584643,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06139730694073021,"score_gpt":0.2543691000928413,"score_spread":0.1929717931521111,"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."}}