{"id":"W4307848210","doi":"10.1080/08927014.2022.2138754","title":"The journey of hull-fouling mobile invaders: basibionts and boldness mediate dislodgement risk during transit","year":2022,"lang":"en","type":"article","venue":"Biofouling","topic":"Marine Ecology and Invasive Species","field":"Environmental Science","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Ministerio de Economía y Competitividad","keywords":"Fouling; Boldness; Biofouling; Hull; Congener; Biology; Ecology; Drag; Fishery; Engineering; Marine engineering; Psychology; Chemistry; Environmental chemistry","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001581705,0.0002981082,0.0002190388,0.000161769,0.0002602867,0.0006330638,0.0002225818,0.0003444033,0.001262688],"category_scores_gemma":[0.0004940503,0.00009850952,0.0002833828,0.00007648392,0.0002287709,0.0004820737,0.0004968134,0.0003029812,0.0001129275],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002977032,"about_ca_system_score_gemma":0.0002651984,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004555331,"about_ca_topic_score_gemma":0.005602686,"domain_scores_codex":[0.9999459,0.00001276639,0.000002165191,0.00001372248,0.000006189463,0.00001933338],"domain_scores_gemma":[0.9998049,0.0000590714,0.00005179514,0.000007152328,0.00001664173,0.00006038291],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001813638,0.0009234828,0.4209443,0.0006059546,0.0003065419,0.001292031,0.001189394,0.1682011,0.3708422,0.002850273,0.0004894543,0.03054165],"study_design_scores_gemma":[0.00006664055,0.003869251,0.5575334,0.00006706311,0.0003120092,0.0004484516,0.00237066,0.4093758,0.02243744,0.002018593,0.001411095,0.00008960457],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993055,0.00004239795,0.0002857145,0.00001196214,0.00000182878,0.000002256053,0.00001202985,0.000002897225,0.0003354389],"genre_scores_gemma":[0.9994942,0.00005465046,0.0002248075,0.000004873317,7.828929e-7,0.000003665252,0.00002398868,0.000001364624,0.0001916034],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004555331,"threshold_uncertainty_score":0.009057641,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007098428304124256,"score_gpt":0.1966392839870676,"score_spread":0.1895408556829433,"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."}}