{"id":"W6981471845","doi":"","title":"Emerging approaches for using food webs in conservation","year":2023,"lang":"en","type":"article","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Cinema and Media Studies","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Food security; Food supply; Sustainability; Fishing; Ecosystem","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":[0.005941608,0.001015355,0.0009962465,0.006650915,0.001219584,0.007433944,0.00254674,0.002822162,0.02013476],"category_scores_gemma":[0.01368931,0.0003680073,0.001159683,0.007512458,0.01018884,0.01247684,0.002749914,0.002191016,0.001400408],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003881323,"about_ca_system_score_gemma":0.001430397,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004454867,"about_ca_topic_score_gemma":0.005245391,"domain_scores_codex":[0.9983332,0.001032862,0.00008084654,0.0003058056,0.0001772086,0.00007017849],"domain_scores_gemma":[0.9880143,0.0089471,0.0006083708,0.001200028,0.0008874739,0.0003427545],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0000484285,0.00008764529,0.005550368,0.0008665399,0.000160447,0.0001711178,0.001715585,0.006144591,0.0009093774,0.8342813,0.00338229,0.1466823],"study_design_scores_gemma":[0.000007086127,0.00002430344,0.002360312,0.0003887965,0.00002958666,0.00007496318,0.001666481,0.009697001,0.0002482213,0.9642847,0.02119516,0.00002341983],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.07379416,0.0743116,0.6192309,0.07374644,0.002012693,0.0002551519,0.00146634,0.0005148482,0.1546679],"genre_scores_gemma":[0.74297,0.03918231,0.2014707,0.002390993,0.001823011,0.0004554325,0.0003554503,0.0001693964,0.01118284],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02013476,"threshold_uncertainty_score":0.06735754,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08439231685152104,"score_gpt":0.2390769132923037,"score_spread":0.1546845964407827,"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."}}