{"id":"W2091955003","doi":"10.3791/4288","title":"Peering into the Dynamics of Social Interactions: Measuring Play Fighting in Rats","year":2013,"lang":"en","type":"article","venue":"Journal of Visualized Experiments","topic":"Neuroendocrine regulation and behavior","field":"Psychology","cited_by":82,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Lethbridge","funders":"John Simon Guggenheim Memorial Foundation; Harry Frank Guggenheim Foundation","keywords":"Peering; Schema (genetic algorithms); Social grooming; Computer security; Psychology; Social psychology; Computer science; Cognitive psychology","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":[],"consensus_categories":[],"category_scores_codex":[0.000550036,0.001029906,0.0004254597,0.001725841,0.0007488182,0.0005125693,0.0005471975,0.0007930506,0.002362288],"category_scores_gemma":[0.0008338077,0.0004634439,0.0004502763,0.0005373217,0.001455069,0.0006123416,0.0009467157,0.002095325,0.0004345905],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006023604,"about_ca_system_score_gemma":0.0005914893,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002397036,"about_ca_topic_score_gemma":0.003911142,"domain_scores_codex":[0.9994487,0.00009630872,0.00003521709,0.0001334128,0.0001443727,0.0001418731],"domain_scores_gemma":[0.9985751,0.0001356792,0.0003169033,0.0001196152,0.0001627498,0.0006900372],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.001542209,0.0009550971,0.02228534,0.0001556509,0.00007102158,0.0001616833,0.001003643,0.000248933,0.9543294,0.0003364943,0.0001980096,0.01871258],"study_design_scores_gemma":[0.0001593191,0.009657821,0.5214362,0.00005011409,0.0002311815,0.0003775058,0.001055043,0.003112106,0.4612194,0.0008154299,0.001759078,0.0001267641],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9932265,0.0003557049,0.003987398,0.00008078877,0.00002963698,0.0001508232,0.0003104183,0.0001584468,0.001700227],"genre_scores_gemma":[0.9755639,0.0008803324,0.01562498,0.0002351639,0.00005331657,0.001348524,0.0004667676,0.0001212689,0.005705672],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002397036,"threshold_uncertainty_score":0.007902622,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05788497468533358,"score_gpt":0.4662526696975419,"score_spread":0.4083676950122083,"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."}}