{"id":"W627769586","doi":"","title":"Variabilité spatiale multiéchelle du zooplancton dans un lagoon récifal côtier (Multiscale spatial variability of zooplankton in a coastal reef lagoon)","year":2002,"lang":"fr","type":"preprint","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Marine and coastal ecosystems","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Geography; Forestry; Humanities; Art","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005505308,0.0003027444,0.0003010081,0.000652522,0.000362117,0.001158754,0.0002362417,0.000395847,0.001643319],"category_scores_gemma":[0.00093978,0.0002195161,0.0003750526,0.0008634622,0.00049714,0.0003421757,0.0006813523,0.0002512687,0.0001342336],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001312609,"about_ca_system_score_gemma":0.0007538706,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3722405,"about_ca_topic_score_gemma":0.3352034,"domain_scores_codex":[0.9998312,0.00002334379,0.00000840767,0.0000751941,0.00002470115,0.00003714892],"domain_scores_gemma":[0.9995375,0.0001372518,0.00008740054,0.00003329937,0.0000964464,0.0001081199],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003356941,0.00004088212,0.9785196,0.00002611589,0.0001506945,0.0004632191,0.0006725673,0.003325737,0.007463248,0.0001814276,0.0004269713,0.0083939],"study_design_scores_gemma":[0.000005498447,0.00001384447,0.9974084,0.00000338998,0.00001012253,0.0000344031,0.0001803969,0.002090103,0.0001016635,0.00001759931,0.0001284115,0.000006139731],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993549,0.00005958173,0.000146891,0.00002539684,0.000002972279,0.000002322472,0.0002602376,0.000006190059,0.0001415885],"genre_scores_gemma":[0.9993647,0.00004492271,0.0001570231,0.000005280258,0.000002515043,0.00000329516,0.000229156,0.000003201533,0.0001899009],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3722405,"threshold_uncertainty_score":0.7401477,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009109882135611926,"score_gpt":0.1777392701954247,"score_spread":0.1686293880598127,"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."}}