{"id":"W3146035445","doi":"10.1016/j.anbehav.2021.03.005","title":"Client fish traits underlying variation in service quality in a marine cleaning mutualism","year":2021,"lang":"en","type":"article","venue":"Animal Behaviour","topic":"Animal Behavior and Reproduction","field":"Agricultural and Biological Sciences","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung","keywords":"Mutualism (biology); Cheating; Coral reef fish; Temptation; Ecology; Social psychology; Biology; Psychology; Coral reef","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":[0.0004553414,0.0001367311,0.0001983537,0.00002270241,0.00009975741,0.00005877282,0.000114762,0.0001384879,0.0003981584],"category_scores_gemma":[0.00005041476,0.00007351028,0.0000642826,0.0007288848,0.00001380399,0.0002131339,0.0001078622,0.0002455436,0.00001546363],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008896524,"about_ca_system_score_gemma":0.00001714823,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006336662,"about_ca_topic_score_gemma":0.03076525,"domain_scores_codex":[0.9984221,0.0001718919,0.0003966753,0.0005007333,0.000219291,0.000289342],"domain_scores_gemma":[0.9996444,0.00005180993,0.00008930137,0.00005548821,0.00009810508,0.00006092085],"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":[0.00004370385,0.000222357,0.4838975,0.000005119816,0.000001320238,0.00003549481,0.0004488328,0.000003616884,0.5069256,0.0002794059,0.000007522663,0.008129511],"study_design_scores_gemma":[0.0002368128,0.0001150282,0.9952901,0.00002341039,0.00001063956,0.00002397596,0.001813292,0.000014912,0.002104362,0.00009800331,0.00008601132,0.0001834278],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9973937,0.00001580499,8.642251e-7,0.001958666,0.00009083928,0.000144944,0.00001531688,0.00004905747,0.0003307832],"genre_scores_gemma":[0.9991887,0.00001143207,0.0001183206,0.0003459073,0.00009957128,0.00001612438,0.00009297016,0.000001837498,0.0001251233],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5113926,"threshold_uncertainty_score":0.9869208,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08148656068320637,"score_gpt":0.3047504889026171,"score_spread":0.2232639282194107,"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."}}