{"id":"W4381279228","doi":"10.32942/x29k55","title":"Trophic interaction models predict interactions across space, not food webs","year":2023,"lang":"en","type":"preprint","venue":"","topic":"Plant and animal studies","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Sherbrooke; McGill University","funders":"","keywords":"Trophic level; Food web; Trait; Pairwise comparison; Ecology; Ecosystem; Ecological network; Predation; Taxon; Biology; Statistics; Computer science; Mathematics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.001919721,0.001229028,0.0004912143,0.0009911876,0.0004438789,0.001090944,0.0008689703,0.0008538329,0.002325084],"category_scores_gemma":[0.006918756,0.0004258456,0.001020906,0.00059103,0.0005731488,0.001605559,0.0007092904,0.0009769677,0.0008968487],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008767023,"about_ca_system_score_gemma":0.0004837541,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01137534,"about_ca_topic_score_gemma":0.01145638,"domain_scores_codex":[0.9994438,0.0002303365,0.00003123661,0.000169404,0.00006159602,0.00006363322],"domain_scores_gemma":[0.9958039,0.002647364,0.0009093243,0.0003275075,0.0001812429,0.000130672],"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":[0.0001332059,0.00009512775,0.1555023,0.00007166916,0.0004999298,0.0000742675,0.00007761465,0.8274907,0.001472017,0.001678081,0.0007776302,0.01212741],"study_design_scores_gemma":[0.00001359845,0.00006302504,0.03109933,0.00001767216,0.00005910331,0.00008323845,0.00002527078,0.9626005,0.000256235,0.005456543,0.0003094011,0.00001603609],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8781996,0.0002990698,0.1157883,0.0004478155,0.00003409772,0.00005466282,0.001317007,0.000535315,0.003324014],"genre_scores_gemma":[0.990759,0.00007093184,0.007815219,0.00005026498,0.00001300298,0.00003272957,0.0005742256,0.00003825738,0.000646454],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01137534,"threshold_uncertainty_score":0.02261823,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2157496801093867,"score_gpt":0.2931644614720401,"score_spread":0.0774147813626534,"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."}}