{"id":"W7155566132","doi":"10.7202/1124396ar","title":"Predation","year":2025,"lang":"en","type":"article","venue":"The Trumpeter","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001695518,0.00004429805,0.00003957493,0.00003727284,0.00005771689,0.00002338873,0.0001499069,0.00001598305,0.0003155655],"category_scores_gemma":[0.00002910167,0.00002644084,0.00002537483,0.0001547985,0.00003589787,0.00005625969,0.00004042638,0.00005210998,0.007275454],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002434923,"about_ca_system_score_gemma":0.00001340822,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008558857,"about_ca_topic_score_gemma":0.0000111195,"domain_scores_codex":[0.9996399,0.00005219121,0.00006656523,0.00007506754,0.00006912446,0.00009714287],"domain_scores_gemma":[0.9996293,0.00004443762,0.00001721389,0.000285982,0.00001484087,0.000008216027],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000470682,0.0001850903,0.02252583,0.00005326425,0.0003282432,0.000004330905,0.003171701,0.0001881416,0.1651735,0.2108368,0.5313486,0.06571375],"study_design_scores_gemma":[0.001368306,0.0000479194,0.3840717,0.0000698234,0.0001463587,0.00000587194,0.0001467998,0.002981126,0.06592262,0.05856989,0.4863939,0.0002757009],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.794829,0.00004849162,0.000391981,0.002646059,0.0002334204,0.0001959837,0.000008305707,0.0001997475,0.2014471],"genre_scores_gemma":[0.98729,7.686152e-7,0.00007837729,0.0005689447,0.00003379229,0.00001536072,0.000004420091,0.00001036829,0.01199794],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3615459,"threshold_uncertainty_score":0.9934975,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005042332514377251,"score_gpt":0.2654358692314588,"score_spread":0.2603935367170816,"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."}}