{"id":"W2785333130","doi":"10.1007/s10641-018-0718-2","title":"Age-dependent strategies related to lionfish activities in the Mexican Caribbean","year":2018,"lang":"en","type":"article","venue":"Environmental Biology of Fishes","topic":"Marine Ecology and Invasive Species","field":"Environmental Science","cited_by":14,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Sherbrooke","funders":"Comisión Nacional de Áreas Naturales Protegidas","keywords":"Habitat; Predation; Ecology; Coral reef; Biology; Reef; Mangrove; Range (aeronautics); Fishery; Coral","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":[0.000235504,0.0001746432,0.0001344547,0.0005911047,0.0003045366,0.0004922009,0.0002556742,0.0002882723,0.002347602],"category_scores_gemma":[0.001174878,0.0001422688,0.000149537,0.0003917358,0.0002725633,0.0003047457,0.0005359386,0.0001965108,0.0001504225],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006867789,"about_ca_system_score_gemma":0.0003323504,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05324741,"about_ca_topic_score_gemma":0.1969494,"domain_scores_codex":[0.9998906,0.00001188631,0.000005029244,0.00002568333,0.00001197499,0.00005488324],"domain_scores_gemma":[0.9992315,0.00007661723,0.0003699962,0.00003777508,0.00009394826,0.0001902426],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002396789,0.00004085733,0.9896557,0.00001219482,0.00003290075,0.0001270406,0.001320729,0.0001317121,0.00380008,0.0001122649,0.00009508126,0.004431743],"study_design_scores_gemma":[5.375467e-7,0.00000860306,0.9994561,0.000001752857,0.000003316222,0.00001645628,0.0003661608,0.00003113533,0.00002424551,0.00001123526,0.00007906158,0.000001335237],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994879,0.000090437,0.00001179416,0.00001676363,4.602506e-7,0.000001084721,0.00004145186,4.71219e-7,0.0003495573],"genre_scores_gemma":[0.999262,0.0000957403,0.00001846577,0.000008691806,0.000001139531,0.000003016816,0.00007450803,0.000001074581,0.0005353095],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05324741,"threshold_uncertainty_score":0.105875,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008542006829583866,"score_gpt":0.2252715777511968,"score_spread":0.2167295709216129,"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."}}