{"id":"W4206103937","doi":"10.1002/cpz1.337","title":"Measuring Play Fighting in Rats: A Multilayered Approach","year":2022,"lang":"en","type":"article","venue":"Current Protocols","topic":"Neuroendocrine regulation and behavior","field":"Psychology","cited_by":33,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Lethbridge","funders":"","keywords":"Psychology; Competition (biology); Key (lock); Juvenile; Ecology; Biology","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002541608,0.000155441,0.0001953544,0.0001986896,0.0001650998,0.00003442771,0.0002879349,0.0000180057,0.001750278],"category_scores_gemma":[0.00002344661,0.0001579401,0.00007903503,0.0003619834,0.00002084031,0.00007715298,0.0001786263,0.0004864453,0.00006496608],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001029038,"about_ca_system_score_gemma":0.0000359193,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008354636,"about_ca_topic_score_gemma":0.000001652637,"domain_scores_codex":[0.9981576,0.0003585315,0.0003790818,0.0004320487,0.0003041981,0.0003685123],"domain_scores_gemma":[0.9993922,0.00003562856,0.0001332706,0.0003470926,0.00002337663,0.00006848422],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001373022,0.01495497,0.357369,0.0006227249,0.00006206138,0.0004160201,0.01203169,0.003132458,0.02094052,0.006764045,0.03568935,0.5466441],"study_design_scores_gemma":[0.006845596,0.000262483,0.08957139,0.0001186503,0.00001484707,0.0001452461,0.0008371188,0.001596474,0.002382441,0.00007086516,0.8975091,0.0006457947],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6841653,0.0002138131,0.0003699205,0.0004344673,0.001716042,0.2996181,0.00007203402,0.0005558727,0.01285444],"genre_scores_gemma":[0.5320701,7.252767e-8,0.0001317996,0.00003035183,0.00008927649,0.4663027,0.00001487565,0.00002651788,0.001334294],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8618197,"threshold_uncertainty_score":0.9991623,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2146443758516803,"score_gpt":0.4164356186482102,"score_spread":0.2017912427965299,"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."}}