{"id":"W4284889826","doi":"10.1017/s0140525x21001412","title":"The labelled container: Conceptual development of social group representations","year":2022,"lang":"en","type":"letter","venue":"Behavioral and Brain Sciences","topic":"Social Representations and Identity","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"George Brown College","funders":"","keywords":"Container (type theory); Group (periodic table); Psychology; Development (topology); Cognitive science; Engineering; Mathematics; Chemistry","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":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006795016,0.000140323,0.0002231891,0.00008759242,0.002604399,0.0001243974,0.0004559903,0.0001594982,0.001704296],"category_scores_gemma":[0.00004627222,0.0001025326,0.00009434139,0.000386611,0.001968507,0.00008739549,0.000210829,0.0004399426,0.00001113053],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003403882,"about_ca_system_score_gemma":0.0001557434,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001188748,"about_ca_topic_score_gemma":0.0003410479,"domain_scores_codex":[0.997992,0.0003350307,0.000398357,0.0003977941,0.0005763781,0.0003003959],"domain_scores_gemma":[0.9989939,0.0004820299,0.0002829267,0.0001460548,0.00006754432,0.00002756381],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001293578,0.00007318657,0.003621181,0.000003821658,0.00003073687,0.00001861556,0.01554031,7.628979e-8,0.00007919974,0.008749412,0.9637071,0.00816342],"study_design_scores_gemma":[0.0003645023,0.0001448971,0.02548598,0.000003403079,0.00004354306,0.000005462431,0.04113162,7.120353e-7,0.00001005931,0.0005968227,0.9320229,0.0001900903],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6878341,0.0007212008,0.0000264839,0.2971575,0.002362916,0.0007674447,0.0001467824,0.00005451851,0.01092902],"genre_scores_gemma":[0.6557754,0.00006727529,0.001260916,0.1723221,0.004610289,0.002252624,0.001058789,0.00009962114,0.162553],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1516239,"threshold_uncertainty_score":0.9992083,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1131920810899751,"score_gpt":0.4166261274710257,"score_spread":0.3034340463810506,"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."}}