{"id":"W1247652862","doi":"","title":"Words to Live By: How Experience Shapes our Information World at Work, Play and in Everyday Life","year":2015,"lang":"en","type":"article","venue":"Scholarship@Western (Western University)","topic":"Psychology of Social Influence","field":"Social Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Everyday life; Work (physics); Aesthetics; Sociology; Computer science; Art; Epistemology; Engineering; Philosophy","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0008407185,0.0002516158,0.000296636,0.0005985202,0.0003644536,0.0004512707,0.0008505877,0.0002680536,0.00001487151],"category_scores_gemma":[0.0004520571,0.0003095776,0.00005131528,0.001374913,0.0003134671,0.005649907,0.0004359797,0.0004407029,0.0003801005],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007471115,"about_ca_system_score_gemma":0.0001979132,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001230883,"about_ca_topic_score_gemma":0.02424393,"domain_scores_codex":[0.9976456,0.0004370932,0.0002324385,0.0004411875,0.0006011236,0.0006425486],"domain_scores_gemma":[0.9984187,0.0001086446,0.0001940651,0.0002321178,0.0001798624,0.0008665503],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000173792,0.00002888401,0.9248951,0.000004760112,0.00001164133,0.00003002613,0.07427806,0.00001187295,0.00003992162,0.00003435826,0.0001322622,0.0003593016],"study_design_scores_gemma":[0.0008567544,0.00005646573,0.9083146,0.0001288946,0.00001272413,0.000002009892,0.04604752,8.478907e-8,0.00005386499,0.00005458065,0.04404255,0.0004299542],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9924641,0.0001004582,0.00005635282,0.005038263,0.0003570296,0.0004120551,0.00001587172,0.000126868,0.001428988],"genre_scores_gemma":[0.9840665,0.0000445018,0.00005029232,0.002204186,0.00008780719,0.000005477473,0.000005879572,0.00001408061,0.01352123],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04391029,"threshold_uncertainty_score":0.9999356,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1302515129670263,"score_gpt":0.3609656725210187,"score_spread":0.2307141595539924,"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."}}