{"id":"W4307421541","doi":"10.5281/zenodo.7257981","title":"Bibliometric investigation of the integration of animal personality in conservation contexts","year":2022,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Insect Utilization and Effects","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Personality; Conservation science; Psychology; Social psychology; Ecology; Biology; Biodiversity","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008725706,0.00004876954,0.00007707443,0.0005394818,0.0006878129,0.00005167751,0.0003570871,0.000023175,0.003912474],"category_scores_gemma":[0.0005101683,0.00002480892,0.0000342838,0.01332681,0.00009291845,0.000109564,0.0003177862,0.0001183507,0.00001619526],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006246386,"about_ca_system_score_gemma":0.000002350352,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002141702,"about_ca_topic_score_gemma":0.000009826807,"domain_scores_codex":[0.9986409,0.0006222825,0.0001997085,0.000131118,0.0003105231,0.00009549022],"domain_scores_gemma":[0.999417,0.00005570524,0.0001548463,0.00006118988,0.0002843527,0.00002691056],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0001432218,0.0001207387,0.003366093,0.00003025271,0.000006889448,4.746418e-7,0.001424554,0.00003960747,0.9152843,0.004963132,0.008177381,0.0664434],"study_design_scores_gemma":[0.0002651178,0.0005173055,0.9292372,0.00001938114,0.000004534075,0.00001027846,0.0008456412,0.001153464,0.01551511,0.0002570587,0.05209838,0.00007653904],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9961047,0.00002413145,0.00001649244,0.000828439,0.00003635003,0.0002547114,0.0001240306,0.00004200893,0.002569181],"genre_scores_gemma":[0.9992822,0.000006664585,0.000009252962,0.0001327497,0.00001553914,7.781082e-8,0.000499072,0.00001271543,0.00004166037],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9258711,"threshold_uncertainty_score":0.9969981,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07576692295875123,"score_gpt":0.2532788545994625,"score_spread":0.1775119316407112,"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."}}