{"id":"W137879439","doi":"10.1080/03680770.2005.11902919","title":"On ultimate reasons for summer diapause of <i>Daphnia</i> in a permanent lake","year":2006,"lang":"en","type":"article","venue":"SIL Proceedings 1922-2010","topic":"Aquatic Ecosystems and Phytoplankton Dynamics","field":"Environmental Science","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Groupe de recherche interuniversitaire en limnologie","keywords":"Diapause; Daphnia; Ecology; Environmental science; Biology; Oceanography; Geography; Fishery; Zoology; Zooplankton; Geology; Larva","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":[0.0003524439,0.0001889127,0.0002606555,0.00005843109,0.00006964958,0.00002408329,0.0002113462,0.0001063563,0.0001852702],"category_scores_gemma":[0.0000585153,0.000167391,0.00007802092,0.0002135934,0.00008829995,0.0001503643,0.00006171002,0.0001397437,0.0001181605],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009065865,"about_ca_system_score_gemma":0.00001027346,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0010481,"about_ca_topic_score_gemma":0.006445187,"domain_scores_codex":[0.9986492,0.000006084134,0.0003724984,0.0003367289,0.0002723638,0.0003630829],"domain_scores_gemma":[0.9994969,0.00007790768,0.0002009772,0.000134752,0.00002002562,0.00006939208],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001927354,0.0006981937,0.8404118,0.0003872731,0.00001907643,0.000006012,0.001070957,0.001477394,0.02417587,0.01628207,0.1146975,0.0005811326],"study_design_scores_gemma":[0.00507406,0.0009519745,0.8165162,0.000727769,0.000113068,0.00004458283,0.0004603555,0.06202671,0.007315783,0.02358492,0.08148122,0.001703316],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9795234,0.00001789283,0.00005480832,0.0001818935,0.0003093069,0.000575094,0.0001217449,0.00003420141,0.01918171],"genre_scores_gemma":[0.997092,0.000007403098,0.0006247181,0.00009441485,0.0000914865,0.0001002904,0.00003073581,0.0000276195,0.001931331],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06054932,"threshold_uncertainty_score":0.6826007,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00949817473504169,"score_gpt":0.2168080063797684,"score_spread":0.2073098316447267,"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."}}