{"id":"W4391820416","doi":"10.1177/13684302231223893","title":"Are they like us or are we like them? Applying the principle of contrast modeling to social identity","year":2024,"lang":"en","type":"article","venue":"Group Processes & Intergroup Relations","topic":"Social and Intergroup Psychology","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Psychology; Judgement; Contrast (vision); Social psychology; Social identity theory; Centrality; Cognition; Similarity (geometry); Framing (construction); Identity (music); Statement (logic); Cognitive psychology; Social group; Epistemology","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":[0.00830789,0.0003022069,0.000230641,0.0008876239,0.00065037,0.002315467,0.0005416968,0.0005043696,0.002572396],"category_scores_gemma":[0.04049983,0.0001533489,0.0004692068,0.000653604,0.002634808,0.002801905,0.001489724,0.0009483302,0.0001527191],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001040816,"about_ca_system_score_gemma":0.0005573669,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001887836,"about_ca_topic_score_gemma":0.003009435,"domain_scores_codex":[0.9954803,0.003258587,0.00009200165,0.000534553,0.0005347748,0.00009982246],"domain_scores_gemma":[0.9726883,0.02227912,0.002560683,0.001505507,0.0007291725,0.0002371857],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.001522671,0.0003656722,0.295949,0.0004293858,0.0005064568,0.0004283625,0.07203974,0.006627491,0.01815144,0.3966275,0.002204219,0.2051481],"study_design_scores_gemma":[0.0001911247,0.0006362938,0.247216,0.0002624751,0.0003383161,0.0007947721,0.03180031,0.1044448,0.01139933,0.5854641,0.01729563,0.000156906],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8909103,0.000176357,0.07579596,0.001713916,0.00005131121,0.0001166992,0.00009594793,0.00003664197,0.03110289],"genre_scores_gemma":[0.9908872,0.00003138019,0.008717273,0.00006213699,0.000007611764,0.00004154148,0.0000209356,0.000005994415,0.0002259583],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00830789,"threshold_uncertainty_score":0.04393685,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08159013191294624,"score_gpt":0.372513426901335,"score_spread":0.2909232949883888,"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."}}