{"id":"W7103530004","doi":"","title":"By the Numbers","year":2006,"lang":"","type":"article","venue":"Insecta mundi","topic":"Conservation, Ecology, Wildlife Education","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Endangered species; Wildlife; Threatened species; IUCN Red List; Critically endangered; Habitat; Habitat destruction","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0005560249,0.0002612171,0.0001688334,0.0000358044,0.0007573022,0.0001626846,0.0006943005,0.0001891867,0.01484601],"category_scores_gemma":[0.0001088604,0.0002323556,0.00009635557,0.0005827865,0.0007881414,0.0003952642,0.0001846864,0.0003129372,0.003833074],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007116736,"about_ca_system_score_gemma":0.0001089728,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1589405,"about_ca_topic_score_gemma":0.07885525,"domain_scores_codex":[0.9978153,0.0002101313,0.0004904332,0.0005227117,0.0003976797,0.0005637147],"domain_scores_gemma":[0.9985899,0.0003277803,0.0002622821,0.0007074307,0.00002068658,0.00009189774],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000007515432,0.0001905289,0.7068485,0.000003895079,0.00001065038,9.702499e-7,0.0004916497,0.00008913892,0.002466576,0.0002170063,0.2883356,0.001337951],"study_design_scores_gemma":[0.0002330861,0.00004123463,0.7953217,0.000007089492,0.00002857895,0.00001855325,0.00005721477,0.0003618488,0.00008389124,0.001221789,0.2024016,0.0002234576],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9452102,0.0003885545,0.00006926354,0.02111979,0.002089531,0.0005251022,0.00003629803,0.00004882527,0.0305124],"genre_scores_gemma":[0.9803134,0.00005510382,0.000121875,0.002493415,0.00041554,0.00005953005,0.00003243926,0.0000300981,0.01647861],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0884732,"threshold_uncertainty_score":0.9969426,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008430801793298215,"score_gpt":0.2219316820343516,"score_spread":0.2135008802410534,"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."}}