{"id":"W2064527339","doi":"10.1038/laban0404-16a","title":"Response to Protocol Review Scenario: Out of Sight, Out of Mind?","year":2004,"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":"Western University","funders":"","keywords":"Sight; Protocol (science); Computer science; Psychology; Medicine; Physics; Astronomy","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":[0.0005228262,0.0001645631,0.0003733432,0.00006170957,0.00003695402,0.000008338365,0.0002618529,0.00004759465,0.000231997],"category_scores_gemma":[0.0005940033,0.0001379037,0.000109731,0.0001294715,0.00007930431,0.0000767255,0.0001275202,0.00011932,0.0002545389],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003930686,"about_ca_system_score_gemma":0.0001025068,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006050597,"about_ca_topic_score_gemma":0.0000153312,"domain_scores_codex":[0.9986345,0.0001597669,0.0004592137,0.0002738077,0.0002544942,0.0002182184],"domain_scores_gemma":[0.9991355,0.0001226379,0.0002280939,0.0002833684,0.0001418085,0.00008862303],"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":[0.01474631,0.0005251746,0.001854602,0.001838487,0.00005459259,0.0002135085,0.002644696,0.00000436397,0.9743053,0.0004689209,0.001194638,0.002149376],"study_design_scores_gemma":[0.00889975,0.0818243,0.1278218,0.03996802,0.0002272343,0.0001953892,0.0006716462,0.00005500013,0.2894109,0.0008704597,0.4480471,0.002008367],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9734379,0.0002271236,0.00007693158,0.001001648,0.00006434253,0.01910561,0.00005366644,0.00006236128,0.005970419],"genre_scores_gemma":[0.9879866,0.000007961412,0.006200453,0.0002830922,0.00009460045,0.00420352,0.000001654364,0.00003020081,0.001191964],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6848944,"threshold_uncertainty_score":0.5623549,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1762698356710512,"score_gpt":0.4418669271939561,"score_spread":0.2655970915229049,"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."}}