{"id":"W2885032795","doi":"10.1108/jd-04-2018-0057","title":"The lifeways we avoid","year":2018,"lang":"en","type":"article","venue":"Journal of Documentation","topic":"Social Work Education and Practice","field":"Social Sciences","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Cognitive dissonance; Context (archaeology); Originality; Psychological intervention; Intervention (counseling); Conversation; Psychology; Value (mathematics); Public relations; Sociology; Social psychology; Applied psychology; Computer science; Political science; Creativity","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001495471,0.00002569972,0.00003863737,0.0000263298,0.001271866,0.0002124216,0.0001249123,0.00002394656,0.001187144],"category_scores_gemma":[0.0007181125,0.00001817527,0.0000357698,0.0002482439,0.0001356361,0.000562619,0.000004652943,0.00008555236,0.0002038826],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008197661,"about_ca_system_score_gemma":0.0002156034,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006110328,"about_ca_topic_score_gemma":0.0002063226,"domain_scores_codex":[0.9991264,0.0002786329,0.0001739616,0.00002834712,0.0003062479,0.00008638635],"domain_scores_gemma":[0.9988121,0.0004608324,0.0003362357,0.0000377857,0.0002968151,0.00005618624],"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":[0.0001425857,0.0000795004,0.003387846,0.000002834092,0.00007111903,0.00000161747,0.1515352,0.00000151451,0.0003602222,0.2044764,0.4533219,0.1866193],"study_design_scores_gemma":[0.000118852,0.00004794906,0.001629421,0.000004638274,0.00001347616,0.000001777847,0.04840431,6.666205e-7,0.0001713676,0.01333662,0.9362471,0.00002380141],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1416928,0.001041423,0.001308979,0.5785285,0.009566234,0.0002321215,4.932118e-7,0.00002562578,0.2676038],"genre_scores_gemma":[0.9852891,0.001112166,0.000471139,0.0007074267,0.002817266,0.000001235093,1.928688e-7,0.000003363796,0.009598141],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8435963,"threshold_uncertainty_score":0.9997259,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03280066827371713,"score_gpt":0.4227661797611073,"score_spread":0.3899655114873901,"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."}}