{"id":"W4399527389","doi":"10.1371/journal.pone.0304726","title":"The subjective value of genuine smiles guides real-world social behaviour","year":2024,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Evolutionary Psychology and Human Behavior","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Reciprocity (cultural anthropology); Psychology; Social psychology; Value (mathematics); Social relation; Cognitive 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009951745,0.0002937501,0.0002052479,0.0004232476,0.0002889881,0.001080837,0.0001451602,0.0003915191,0.001893566],"category_scores_gemma":[0.00584504,0.000160491,0.0001569384,0.0001346142,0.0009072536,0.0003428225,0.0006510833,0.0005069714,0.000199519],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002288704,"about_ca_system_score_gemma":0.0001659528,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007184466,"about_ca_topic_score_gemma":0.001574943,"domain_scores_codex":[0.9992667,0.0003416405,0.00002384469,0.0001146757,0.000190064,0.00006302456],"domain_scores_gemma":[0.9974214,0.0007682985,0.0009167742,0.0001961269,0.0003076672,0.0003897275],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007882213,0.0002681959,0.563053,0.0004536452,0.0003258438,0.000715709,0.01362632,0.001350133,0.3353694,0.003158837,0.0009854387,0.07990532],"study_design_scores_gemma":[0.000006425094,0.0003577267,0.9910814,0.00002188103,0.00002591437,0.0002491787,0.002188581,0.0009209774,0.003358809,0.001031156,0.0007229414,0.00003502024],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9904166,0.0001244053,0.002854364,0.00007419602,0.0000137786,0.00001247258,0.00004131553,0.00001559609,0.006447115],"genre_scores_gemma":[0.9987457,0.00004988203,0.0008075085,0.00002622922,0.000006071077,0.0000061694,0.00002179875,0.000005633763,0.0003310867],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001893566,"threshold_uncertainty_score":0.006334662,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08202815382239287,"score_gpt":0.3551976236807207,"score_spread":0.2731694698583278,"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."}}