{"id":"W2085218062","doi":"10.1007/s00335-010-9258-6","title":"Laboratory Animal Management Assistant (LAMA): a LIMS for active research colonies","year":2010,"lang":"en","type":"article","venue":"Mammalian Genome","topic":"Animal Behavior and Welfare Studies","field":"Veterinary","cited_by":9,"is_retracted":false,"has_abstract":false,"ca_institutions":"Child and Family Research Institute; University of British Columbia","funders":"Canadian Institutes of Health Research","keywords":"The Internet; Software; Usability; Tracking (education); Biology; World Wide Web; Computer science; Operating system","routes":{"ca_aff":true,"ca_fund":true,"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":[],"consensus_categories":[],"category_scores_codex":[0.005633819,0.0009392828,0.0007871118,0.003460456,0.003717461,0.001527748,0.002728197,0.001376274,0.2721462],"category_scores_gemma":[0.007633994,0.0009223783,0.0006851697,0.0007325501,0.001499349,0.001794329,0.002950738,0.004099818,0.07900538],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001922465,"about_ca_system_score_gemma":0.005827386,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003664509,"about_ca_topic_score_gemma":0.02819974,"domain_scores_codex":[0.9970945,0.000595581,0.0002335605,0.0008570778,0.0008573267,0.0003618553],"domain_scores_gemma":[0.9704169,0.001439112,0.001053003,0.002485064,0.009531467,0.01507444],"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":[0.003927649,0.002490961,0.01185842,0.0004319815,0.00006204528,0.001534631,0.001544315,0.0001793551,0.1524177,0.002770788,0.5065476,0.3162346],"study_design_scores_gemma":[0.0007635363,0.003569781,0.0461896,0.0003065049,0.0001304824,0.002197718,0.002690174,0.002309361,0.03509906,0.001327693,0.905273,0.0001430551],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"software","genre_scores_codex":[0.3818322,0.002445509,0.1104325,0.1179666,0.02997835,0.01958897,0.03071051,0.03650863,0.2705367],"genre_scores_gemma":[0.07771836,0.0006324851,0.1008475,0.007170119,0.001843262,0.005297751,0.005321056,0.002778065,0.7983914],"genre_candidate":"software","genre_consensus":null,"teacher_disagreement_score":0.2721462,"threshold_uncertainty_score":0.9104197,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09808871844034271,"score_gpt":0.4014345532509784,"score_spread":0.3033458348106357,"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."}}