{"id":"W7105798064","doi":"10.6084/m9.figshare.30626518","title":"Additional file 2 of A scoping review of ethical decisions and decision tools for experimental animal protocols","year":2025,"lang":"","type":"article","venue":"Figshare","topic":"Animal testing and alternatives","field":"Veterinary","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"","keywords":"Experimental data; Research ethics; Context (archaeology); Selection (genetic algorithm)","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.01646996,0.001225175,0.002066174,0.01064917,0.001367828,0.002969215,0.002029535,0.002392729,0.8877044],"category_scores_gemma":[0.1593412,0.001263048,0.001824209,0.009326176,0.000799941,0.002850166,0.002226377,0.001610772,0.1415775],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002915312,"about_ca_system_score_gemma":0.009455167,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005047327,"about_ca_topic_score_gemma":0.01258016,"domain_scores_codex":[0.9935644,0.00223673,0.002117819,0.0006663363,0.001132961,0.0002815825],"domain_scores_gemma":[0.7327548,0.2294198,0.008985427,0.005943622,0.02121093,0.001685313],"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":[0.0005403557,0.00006455978,0.0004119112,0.05065284,0.000116874,0.00006872084,0.0002470488,0.0002639665,0.0001150842,0.002537605,0.919862,0.02511903],"study_design_scores_gemma":[0.002699322,0.0001553967,0.004426619,0.042875,0.0005002289,0.0002700657,0.0006036255,0.0003874047,0.0004394203,0.01533703,0.9321836,0.0001223002],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"other","genre_scores_codex":[0.0002182898,0.0004000209,0.002031436,0.0007765105,0.0002210964,0.003718055,0.9846752,0.0006554544,0.007303819],"genre_scores_gemma":[0.01482351,0.003369403,0.05623027,0.005101218,0.0009146762,0.09766929,0.7513816,0.003544924,0.06696515],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.1122956,"threshold_uncertainty_score":0.160176,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3886305447456885,"score_gpt":0.5201274427178111,"score_spread":0.1314968979721226,"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."}}