{"id":"W2048658045","doi":"10.1111/j.1439-0310.2008.01510.x","title":"Does Competition for Clients Increase Service Quality in Cleaning Gobies?","year":2008,"lang":"en","type":"article","venue":"Ethology","topic":"Parasite Biology and Host Interactions","field":"Environmental Science","cited_by":35,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Competition (biology); Business; Cheating; Honesty; Value (mathematics); Quality (philosophy); Fish <Actinopterygii>; Service (business); Commodity; Fishery; Marketing; Ecology; Biology; Finance; Psychology; Computer science","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":[0.0002700502,0.00005809067,0.0001009066,0.00002389691,0.0001368851,0.00000189789,0.00008903053,0.00009373827,0.0007883335],"category_scores_gemma":[0.00009941242,0.00004340233,0.0000247434,0.00007734026,0.0001358542,0.00009358285,0.00005557605,0.0001156605,0.0004667834],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005715709,"about_ca_system_score_gemma":0.000004747924,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001035905,"about_ca_topic_score_gemma":0.002954768,"domain_scores_codex":[0.9992979,0.0001767285,0.0001485012,0.0001842256,0.00003657649,0.0001560815],"domain_scores_gemma":[0.9995793,0.000223533,0.00005269977,0.0001067832,0.000006503997,0.00003114799],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001095888,0.00008998936,0.9881268,0.000003471943,0.000002894474,0.000007225351,0.0008428975,0.00008312381,0.009167178,0.0009410628,0.0001668623,0.000458962],"study_design_scores_gemma":[0.0003037256,0.00003461434,0.9836311,0.000003165072,0.000002208814,0.0000266246,0.0001143832,0.00004981768,0.0005098533,0.001208097,0.01404841,0.00006798198],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9918993,0.000003218158,0.000508156,0.0008409917,0.0002619938,0.0001098646,0.000015483,0.00002207445,0.006338937],"genre_scores_gemma":[0.9958014,0.000008967841,0.001463969,0.001775023,0.00003152734,0.00003198971,0.00003463999,0.000003648447,0.0008487921],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01388154,"threshold_uncertainty_score":0.86317,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04212053472598209,"score_gpt":0.3870790979545509,"score_spread":0.3449585632285688,"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."}}