{"id":"W2163230808","doi":"10.1007/s10646-012-0854-y","title":"Behavior as biomarker? Laboratory versus field movement in round goby (Neogobius melanostomus) from highly contaminated habitats","year":2012,"lang":"en","type":"article","venue":"Ecotoxicology","topic":"Fish Ecology and Management Studies","field":"Environmental Science","cited_by":26,"is_retracted":false,"has_abstract":false,"ca_institutions":"Fisheries and Oceans Canada; McMaster University","funders":"","keywords":"Round goby; Neogobius; Toxicant; Context (archaeology); Ecology; Biology; Habitat; Ecotoxicology; Goby; Zoology; Fish <Actinopterygii>; Fishery; Predation; Toxicity; 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":[0.0001776277,0.0002211611,0.0002270737,0.0004367791,0.0003123301,0.0003463063,0.0001625563,0.0003994053,0.0006899412],"category_scores_gemma":[0.0008789842,0.0001949631,0.0000760802,0.000216535,0.0004734301,0.0002725124,0.0003157998,0.0002730383,0.0001551492],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000340339,"about_ca_system_score_gemma":0.0002929441,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01020671,"about_ca_topic_score_gemma":0.03181035,"domain_scores_codex":[0.9998701,0.00004905382,0.000008086555,0.00002890237,0.0000219856,0.00002195346],"domain_scores_gemma":[0.9996083,0.0000696387,0.0001679922,0.00002196711,0.0000568103,0.00007524269],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001032191,0.0003001569,0.755869,0.00005061073,0.00005528378,0.0001696047,0.0010093,0.0001361061,0.2346897,0.00005186095,0.0001445768,0.006491522],"study_design_scores_gemma":[0.0000081937,0.0009434341,0.9913231,0.000005340729,0.0000286057,0.0001673305,0.0006679775,0.0004363568,0.006242169,0.00002494243,0.0001473212,0.000005187532],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9998361,0.00001827088,0.00003571367,0.000009564966,9.081627e-7,0.000002472259,0.00001487754,0.000001578282,0.00008043229],"genre_scores_gemma":[0.9991542,0.00003329368,0.0002869092,0.00003142991,0.000001736305,0.00001401677,0.00007281177,0.000002232711,0.0004033403],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01020671,"threshold_uncertainty_score":0.02029461,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0140819051477782,"score_gpt":0.2580303191412596,"score_spread":0.2439484139934814,"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."}}