{"id":"W2538017418","doi":"","title":"Science and Service: Doula Work and the Legitimacy of Alternative Knowledge Systems","year":2016,"lang":"en","type":"article","venue":"UA Campus Repository (The University of Arizona)","topic":"Information Systems Theories and Implementation","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Legitimacy; Work (physics); Service (business); Knowledge management; Business; Computer science; Public relations; Political science; Marketing; Engineering","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.001307409,0.00005059912,0.0001105162,0.00006652212,0.001227049,0.00004579723,0.0002782278,0.00002598452,0.000006724467],"category_scores_gemma":[0.00005989155,0.00002928448,0.0000218652,0.0003257037,0.002714508,0.0004430518,0.0001125292,0.00003401598,0.000002368948],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008330866,"about_ca_system_score_gemma":0.0002390213,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002469622,"about_ca_topic_score_gemma":0.0001158997,"domain_scores_codex":[0.9991704,0.0002050281,0.0001371852,0.00009509675,0.0002819921,0.0001103387],"domain_scores_gemma":[0.9986899,0.0003046703,0.0002708041,0.0001322409,0.0005594919,0.00004284233],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001632432,0.00001357569,0.003493388,0.00005264923,0.00004866671,8.380031e-7,0.1971551,0.000008292692,0.001091862,0.7931545,0.0005285225,0.004289289],"study_design_scores_gemma":[0.0064089,0.0002254088,0.01846555,0.0005671641,0.0001781938,0.00002905311,0.5524822,0.0006736442,0.002317384,0.00281218,0.4154046,0.0004357121],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9035498,0.0001746606,0.0009367357,0.002403871,0.0006413152,0.0005965366,0.000007680317,0.0000180438,0.09167135],"genre_scores_gemma":[0.9976653,0.00003110709,0.00002075263,0.00001726562,0.00005232758,4.543822e-7,2.284618e-7,0.000001650275,0.002210934],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7903424,"threshold_uncertainty_score":0.9999995,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01055334430485814,"score_gpt":0.2441440416644698,"score_spread":0.2335906973596116,"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."}}