{"id":"W2933307465","doi":"10.1038/s41684-019-0289-7","title":"The changing landscape for licensing lab mice","year":2019,"lang":"en","type":"article","venue":"Lab Animal","topic":"Animal testing and alternatives","field":"Veterinary","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"World Federation of Science Journalists","funders":"","keywords":"Intellectual property; Property (philosophy); Business; Computer science; Epistemology","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":[],"consensus_categories":[],"category_scores_codex":[0.0002615198,0.0001040623,0.0001071464,0.0000307928,0.0002655285,0.00007959842,0.0001571907,0.0000330052,0.00005401138],"category_scores_gemma":[0.00008238391,0.00007378477,0.00005981402,0.00009337231,0.00002311651,0.00008407499,0.00008619193,0.00009604167,0.0002751167],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001216465,"about_ca_system_score_gemma":0.0000121908,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001687124,"about_ca_topic_score_gemma":0.000004386806,"domain_scores_codex":[0.9992288,0.00003130121,0.0001133644,0.0001986507,0.00009331153,0.000334614],"domain_scores_gemma":[0.9993126,0.0004038727,0.0000663338,0.0001343299,0.00005130803,0.00003158204],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.007003415,0.0002081009,0.06335087,0.0003657202,0.0003180647,0.0001345909,0.01245763,0.00001984066,0.8191615,0.05477741,0.009043938,0.03315895],"study_design_scores_gemma":[0.007263162,0.01741818,0.1614529,0.001024461,0.0001980143,0.0008294719,0.02850139,0.1445508,0.01971888,0.002247512,0.6140884,0.002706846],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9871598,0.0003013042,0.0000743815,0.000310601,0.0002109865,0.0001785112,0.0000111445,0.0001227625,0.01163047],"genre_scores_gemma":[0.9940177,0.00000720137,0.001021618,0.0001650568,0.0004507182,0.000008769473,0.000003805461,0.00002618614,0.004298907],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7994426,"threshold_uncertainty_score":0.3536161,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08333158389649022,"score_gpt":0.3553401106110458,"score_spread":0.2720085267145556,"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."}}