{"id":"W7155371732","doi":"10.24072/pci.ecology.100785.rev21","title":"Review of: Tracking changes in birds' interaction milieu. Round#2/Reviewer#1","year":2025,"lang":"en","type":"article","venue":"Peer Community In Ecology","topic":"Animal Behavior and Reproduction","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Tracking (education); Noise (video); Tracking system; Feature (linguistics); Identification (biology)","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001541916,0.00009418557,0.0003119402,0.0000527497,0.0001102318,0.000008403343,0.0002568708,0.000103992,0.0002567139],"category_scores_gemma":[0.00082091,0.00004445488,0.00005720205,0.0005833961,0.00006501641,0.00008624823,0.000120546,0.0005174056,0.00001354261],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000830775,"about_ca_system_score_gemma":0.000008952846,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003592915,"about_ca_topic_score_gemma":0.1467713,"domain_scores_codex":[0.9985191,0.0007817669,0.0003254231,0.0001392662,0.00007123256,0.0001632126],"domain_scores_gemma":[0.9992386,0.0003375311,0.0001034902,0.000120586,0.0001829622,0.00001687847],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000506645,0.001134239,0.6005507,0.001593225,0.0000124342,0.00000157716,0.0006786873,0.000004871716,0.05875091,0.0001414096,0.002459156,0.3346222],"study_design_scores_gemma":[0.00008616572,0.0001472655,0.8998079,0.001557216,0.0000156645,0.000004286781,0.0007204476,0.000001988884,0.0005594927,0.0002211458,0.09678719,0.00009124763],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9810542,0.007598163,6.230857e-7,0.00972228,0.0004394317,0.0002791898,0.000004167035,0.00002092122,0.0008809863],"genre_scores_gemma":[0.9845508,0.01387271,0.00003313223,0.001032227,0.00003764043,0.00004169009,0.00006322933,6.52764e-7,0.0003678694],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3345309,"threshold_uncertainty_score":0.8687979,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09951150093971439,"score_gpt":0.3487358710715174,"score_spread":0.249224370131803,"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."}}