{"id":"W4400469402","doi":"10.1080/15627020.2024.2347355","title":"Michael (Mike) Richard Perrin","year":2024,"lang":"en","type":"article","venue":"African Zoology","topic":"History and Developments in Astronomy","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Environmental ethics; Art; Art history; Philosophy","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008704006,0.0006297667,0.0003701785,0.0007811159,0.001891614,0.003435618,0.0005896068,0.001482786,0.1862206],"category_scores_gemma":[0.003719335,0.0003201188,0.0002238328,0.0003255556,0.0007646271,0.001803587,0.001738173,0.002444118,0.1205032],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001399578,"about_ca_system_score_gemma":0.001531955,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003867476,"about_ca_topic_score_gemma":0.008159786,"domain_scores_codex":[0.9990984,0.0001210856,0.0000310698,0.0002435456,0.0003916828,0.0001141865],"domain_scores_gemma":[0.9981526,0.0001316518,0.0001201002,0.00005654667,0.0006608893,0.0008783167],"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":[0.00002005647,0.00001177442,0.0001921702,0.00005031278,0.000002385121,0.0001411452,0.0001511317,0.00003499659,0.0001806574,0.004553051,0.9576616,0.03700075],"study_design_scores_gemma":[0.000002155075,0.000009549752,0.000212006,0.00004645085,0.00000127465,0.0004963093,0.0001786229,0.00002779832,0.0001239386,0.0006135586,0.998282,0.000006440497],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.005519523,0.05642268,0.006903412,0.232603,0.07551431,0.0001133059,0.0009640789,0.001826026,0.6201336],"genre_scores_gemma":[0.01658193,0.01096747,0.001807811,0.02518319,0.004071534,0.00004403528,0.0001972856,0.0003089637,0.9408379],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1862206,"threshold_uncertainty_score":0.6229699,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007564634572427125,"score_gpt":0.2291740091475938,"score_spread":0.2216093745751667,"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."}}