{"id":"W2037887612","doi":"10.1016/j.jinsphys.2012.10.017","title":"Metabolic fingerprinting of the responses to salinity in the invasive ground beetle Merizodus soledadinus at the Kerguelen Islands","year":2012,"lang":"en","type":"article","venue":"Journal of Insect Physiology","topic":"Insect and Arachnid Ecology and Behavior","field":"Biochemistry, Genetics and Molecular Biology","cited_by":27,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Agence Nationale de la Recherche; Polar Knowledge Canada","keywords":"Salinity; Osmolyte; Biology; Abiotic component; Ecology; Ecosystem; Riparian zone; Botany; Habitat","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00104014,0.0001260281,0.000251344,0.00005252749,0.000191619,0.000006812221,0.0004900174,0.0001405492,0.00004273307],"category_scores_gemma":[0.0004438635,0.00005966492,0.0002036893,0.0001439396,0.0001746592,0.000009809983,0.0002098061,0.0002992768,0.000005315204],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001376016,"about_ca_system_score_gemma":0.00009895177,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003723785,"about_ca_topic_score_gemma":0.0002127071,"domain_scores_codex":[0.9984977,0.0006401932,0.0003673482,0.0001081989,0.0001059743,0.0002805751],"domain_scores_gemma":[0.9989905,0.0002395534,0.0003564521,0.000290652,0.00008707956,0.00003572806],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.000471199,0.0001249688,0.04322707,0.000005809954,0.00005084692,0.000002619042,0.001168374,0.0000130969,0.9540637,0.00003666932,0.0005468643,0.0002888554],"study_design_scores_gemma":[0.0002611519,0.0002990736,0.6357697,0.000009227319,0.00004233719,0.0001440964,0.0002678353,3.984023e-7,0.3617332,0.00006479977,0.00134332,0.00006487618],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979937,0.0007880414,0.000004016399,0.0004282659,0.0005090166,0.0001350719,0.000008100813,0.00000116748,0.0001326002],"genre_scores_gemma":[0.9978586,0.0001221869,0.00002750379,0.00125762,0.0005561693,0.00001165274,0.000003323148,0.000008777283,0.0001542023],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5925426,"threshold_uncertainty_score":0.2433065,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02214547308702155,"score_gpt":0.273987443607159,"score_spread":0.2518419705201375,"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."}}