{"id":"W7070268932","doi":"","title":"Optimisation de l'aquaculture multitrophique par l'intégration de la macroalgue Ulva lactuca dans la moulée du poisson marin Pompano de Floride (Trachinotus carolinus)","year":2024,"lang":"fr","type":"other","venue":"Sémaphore (Université du Québec à Rimouski)","topic":"Geological Modeling and Analysis","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Université du Québec à Rimouski","keywords":"Ulva lactuca; Environmental factor; Algae; Natural regeneration; Fish <Actinopterygii>; Animal production","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":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0009504755,0.0007907175,0.0007357704,0.0004474692,0.0005623542,0.0003042824,0.0007555026,0.00148133,0.009936724],"category_scores_gemma":[0.0002262866,0.0007322797,0.0006364232,0.0005435488,0.0005313137,0.000230778,0.00009683774,0.001430368,0.001332945],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006963891,"about_ca_system_score_gemma":0.001141368,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5186865,"about_ca_topic_score_gemma":0.7282644,"domain_scores_codex":[0.9959605,0.001164824,0.0004217633,0.001044395,0.0004284844,0.0009800502],"domain_scores_gemma":[0.9980925,0.0004080457,0.0003131679,0.0004408426,0.0001241178,0.0006213685],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0005768659,0.0004781965,0.3902347,0.0006433599,0.001568209,0.003096167,0.0515756,0.4529795,0.002198558,0.01190224,0.05193211,0.03281454],"study_design_scores_gemma":[0.001058968,0.0003139763,0.2392019,0.000383164,0.001992555,0.0009246504,0.005902822,0.443338,0.0002013016,0.001807488,0.3032601,0.001615012],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7579483,0.004758329,0.01503871,0.00804129,0.0005213846,0.0005105622,0.0006175856,0.0004926244,0.2120712],"genre_scores_gemma":[0.9237946,0.002239951,0.004648644,0.0003691238,0.0009256544,0.000005547813,0.0006919593,0.00009548252,0.06722908],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2513281,"threshold_uncertainty_score":0.9998149,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006351884014968358,"score_gpt":0.186238376057197,"score_spread":0.1798864920422286,"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."}}