{"id":"W2122987651","doi":"10.1177/0730888414562073","title":"“Write a Word, Get a Third”","year":2015,"lang":"en","type":"article","venue":"Work and Occupations","topic":"Management and Organizational Studies","field":"Business, Management and Accounting","cited_by":59,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Conciliation; Context (archaeology); Task (project management); Public relations; Word (group theory); Sociology; Work (physics); Variation (astronomy); Psychology; Social psychology; Political science; Management; Linguistics; Social science; Mediation; Engineering; History; Economics","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":[0.002760803,0.0009524489,0.0003720036,0.0009044731,0.006196959,0.004694661,0.0008798628,0.002103784,0.04131],"category_scores_gemma":[0.01394175,0.000321876,0.0004229221,0.0007414843,0.006883015,0.006163472,0.004145954,0.004302412,0.03521264],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001138281,"about_ca_system_score_gemma":0.001767163,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00217005,"about_ca_topic_score_gemma":0.00408353,"domain_scores_codex":[0.996466,0.001431556,0.0001494464,0.0003440843,0.001159437,0.0004493534],"domain_scores_gemma":[0.9947913,0.001205638,0.0005232915,0.001021107,0.001433597,0.001025119],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001580026,0.0001377083,0.0037196,0.0002601983,0.00002780022,0.0007578759,0.07007822,0.0001232184,0.002716258,0.1526772,0.6107531,0.1585909],"study_design_scores_gemma":[0.000008845104,0.00006116109,0.0008545579,0.0001188034,0.000006675826,0.0005739975,0.02032748,0.0001205666,0.0007679082,0.009667161,0.9674615,0.00003133186],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.04006319,0.003447158,0.03934105,0.086008,0.01829541,0.0002604639,0.0004117463,0.002168357,0.8100047],"genre_scores_gemma":[0.3583428,0.002161244,0.01808419,0.03481099,0.004164795,0.0002748438,0.0004482761,0.001639677,0.5800732],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.04131,"threshold_uncertainty_score":0.1381958,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02698168691776901,"score_gpt":0.2345698360031251,"score_spread":0.2075881490853561,"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."}}