{"id":"W4299496110","doi":"","title":"Vegetation and ecological gradients in abandonned salt pans in western France","year":2001,"lang":"en","type":"preprint","venue":"","topic":"Geology and Paleoclimatology Research","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Cégep de Saint-Laurent","funders":"","keywords":"Vegetation (pathology); Salt pan; Ecology; Geography; Environmental science; Salt lake; Geology; Biology; Geomorphology; Cartography","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":[0.000371638,0.0002495761,0.0003848112,0.001524921,0.0008638062,0.001050061,0.0003981972,0.0004310415,0.001300284],"category_scores_gemma":[0.0006678756,0.0001703137,0.0002837327,0.001368652,0.001006083,0.0005108073,0.0006263136,0.0002316279,0.0001586117],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002274478,"about_ca_system_score_gemma":0.0009787524,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.357842,"about_ca_topic_score_gemma":0.5729128,"domain_scores_codex":[0.9997051,0.00007147159,0.00002231792,0.00007763303,0.00003810215,0.00008528736],"domain_scores_gemma":[0.9995523,0.00009282191,0.0001233491,0.00002926118,0.0001032655,0.00009899687],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003393519,0.00009757643,0.9807689,0.0000326212,0.0001453378,0.0005034902,0.005460823,0.000641431,0.00355829,0.0004975009,0.0002071935,0.007747532],"study_design_scores_gemma":[0.000006555425,0.00001898191,0.998014,0.000003894952,0.000007750255,0.00005131948,0.001142012,0.0001808266,0.00004231143,0.00002454341,0.0005033105,0.000004513791],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995508,0.00005555177,0.00002082206,0.00002077789,0.00000118452,0.000001687687,0.00006362158,0.000001763591,0.0002836954],"genre_scores_gemma":[0.9991643,0.00004913621,0.00006709478,0.00001346781,0.000002666863,0.00000401984,0.0001807076,0.000002204302,0.0005164019],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.357842,"threshold_uncertainty_score":0.7115183,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02380714454024511,"score_gpt":0.2633036440318391,"score_spread":0.239496499491594,"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."}}