{"id":"W4392081546","doi":"10.1002/symb.683","title":"The Performance of Expertise","year":2024,"lang":"en","type":"article","venue":"Symbolic Interaction","topic":"Contemporary Sociological Theory and Practice","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Brandon University","funders":"","keywords":"Psychology; Sociology","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":[0.004802165,0.0006843148,0.0003273321,0.002068227,0.01075454,0.01721883,0.001145535,0.003145855,0.01812978],"category_scores_gemma":[0.01785228,0.000332435,0.0002571768,0.00145099,0.02942082,0.01673959,0.01397125,0.004294182,0.003192734],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005464634,"about_ca_system_score_gemma":0.002988728,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007027463,"about_ca_topic_score_gemma":0.006044975,"domain_scores_codex":[0.9923322,0.004946207,0.0001510551,0.0006139273,0.001189095,0.0007674634],"domain_scores_gemma":[0.9924552,0.004163767,0.0007781215,0.0006514619,0.0007947822,0.001156533],"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":[0.00006702777,0.0000215771,0.001777705,0.000173796,0.00001105817,0.0005378908,0.2827757,0.0001556217,0.0005787348,0.5264082,0.1331455,0.05434702],"study_design_scores_gemma":[0.0000119274,0.00003657771,0.001790476,0.0005100963,0.000006319787,0.0006015971,0.1228711,0.0003592986,0.0004409899,0.08116872,0.7921701,0.00003269285],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.07699311,0.01956822,0.007848664,0.2036154,0.003225497,0.00004527084,0.0001667127,0.0003661297,0.688171],"genre_scores_gemma":[0.9281687,0.002977105,0.00109146,0.005477822,0.001218251,0.00004310251,0.00005283378,0.0002384299,0.06073231],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01812978,"threshold_uncertainty_score":0.06065011,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04053372673008447,"score_gpt":0.3753326872803435,"score_spread":0.334798960550259,"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."}}