{"id":"W4224021791","doi":"10.32388/iq20aa","title":"Review of: \"Role of Environment and Experimenter in Reproducibility of Behavioral Studies With Laboratory Mice\"","year":2022,"lang":"en","type":"peer-review","venue":"","topic":"Animal testing and alternatives","field":"Veterinary","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Centre for Addiction and Mental Health","funders":"","keywords":"Reproducibility; Psychology; Chemistry; Chromatography","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.03941554,0.000836718,0.001848537,0.00526641,0.00205523,0.003623711,0.004279385,0.003673094,0.01960895],"category_scores_gemma":[0.08273108,0.0006150511,0.0007155976,0.002886441,0.003210674,0.002837113,0.002437589,0.003283529,0.02273925],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002069006,"about_ca_system_score_gemma":0.01350829,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003651909,"about_ca_topic_score_gemma":0.01526268,"domain_scores_codex":[0.9745073,0.007344648,0.003363461,0.001121766,0.01286155,0.0008011709],"domain_scores_gemma":[0.8095108,0.04079842,0.008014711,0.006951778,0.1285413,0.006182943],"domain_codex":null,"domain_gemma":"reproducibility","domain_candidate":"reproducibility","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004417806,0.00002564994,0.000109692,0.001251881,0.000009609615,0.00004833892,0.00007402053,0.00002745289,0.0008771344,0.0009589155,0.9163394,0.08023367],"study_design_scores_gemma":[0.00001044589,0.00003780926,0.001108532,0.001099897,0.00002055215,0.0001244271,0.00005917142,0.00006768921,0.0006356157,0.0004960244,0.9963212,0.00001872017],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"commentary","genre_scores_codex":[0.003048179,0.1324847,0.02429701,0.2852523,0.4621141,0.00238623,0.003821631,0.003190982,0.08340482],"genre_scores_gemma":[0.0199025,0.2959304,0.0413703,0.1290661,0.1871127,0.002061753,0.007956744,0.003848586,0.3127509],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.9605845,"threshold_uncertainty_score":0.2084518,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2256227649048755,"score_gpt":0.4537604929332904,"score_spread":0.2281377280284149,"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."}}