{"id":"W4241870370","doi":"10.1007/978-1-4614-6170-8_100628","title":"Structural Roles","year":2014,"lang":"en","type":"book-chapter","venue":"","topic":"Cultural Differences and Values","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Psychology","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":[0.0007875849,0.0007442194,0.0002543899,0.000804583,0.001884326,0.004700951,0.001456551,0.001147415,0.0870518],"category_scores_gemma":[0.001583871,0.0003111381,0.0003059746,0.0008491675,0.005584043,0.005596924,0.00178312,0.002293925,0.02576488],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002708536,"about_ca_system_score_gemma":0.00197021,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001930925,"about_ca_topic_score_gemma":0.002590769,"domain_scores_codex":[0.9993051,0.0002318867,0.00001926557,0.0001480788,0.0001881972,0.0001073219],"domain_scores_gemma":[0.9995824,0.00009783442,0.00002326104,0.000121589,0.0001105664,0.00006442983],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000004299236,0.000006648494,0.00002188556,0.00001295932,5.62813e-7,0.00000849467,0.0003806953,0.00003079456,0.0001072955,0.9793625,0.009197924,0.01086591],"study_design_scores_gemma":[0.000006802311,0.000009275939,0.000140195,0.00005437675,0.00000273775,0.00009844939,0.0008255914,0.0002048159,0.0004149074,0.5039302,0.4943084,0.000004175777],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00123268,0.0005402243,0.01028183,0.001745856,0.0002853531,0.00002478348,0.00005926312,0.00007928535,0.9857508],"genre_scores_gemma":[0.1271871,0.001596976,0.008320662,0.0008127382,0.0003334102,0.0001419178,0.000249184,0.0002543642,0.8611036],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.0870518,"threshold_uncertainty_score":0.2912173,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09284532103666562,"score_gpt":0.3427702611089148,"score_spread":0.2499249400722492,"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."}}