{"id":"W2626545151","doi":"10.17705/1cais.04024","title":"COMMENTARY: REFLECTIONS ON BEING A PROFESSOR-IN-RESIDENCE","year":2017,"lang":"en","type":"article","venue":"Communications of the Association for Information Systems","topic":"Corporate Identity and Reputation","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Regina","funders":"","keywords":"Residence; Institution; Plan (archaeology); Sociology; Management; Public relations; Engineering ethics; Pedagogy; Engineering; Political science; Social science; Economics; Geography","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.001322755,0.00007384094,0.0001341147,0.000184947,0.001638726,0.0006229706,0.001458975,0.00006951355,7.657819e-7],"category_scores_gemma":[0.001429692,0.00006390979,0.00008220748,0.0002399995,0.00004501913,0.003208141,0.0004587684,0.000127851,0.00004805485],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002236685,"about_ca_system_score_gemma":0.00002469554,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001418392,"about_ca_topic_score_gemma":0.001223868,"domain_scores_codex":[0.999009,0.00003977178,0.0005060179,0.00006106595,0.000261392,0.0001227199],"domain_scores_gemma":[0.9956381,0.0001738004,0.002149111,0.001500836,0.0005335656,0.000004593704],"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":[0.00002146207,0.00006572691,0.09938751,0.0001534599,0.00003596749,1.297861e-8,0.0004606487,0.002050274,0.00004374937,0.879918,0.01731291,0.0005503086],"study_design_scores_gemma":[0.001490806,0.00001644203,0.3489254,0.0006787713,0.00008598738,4.568355e-7,0.001886082,0.01037632,0.00006760083,0.02254919,0.613663,0.0002599235],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1047242,0.0001020807,0.0008881719,0.1847051,0.007357442,0.007438974,0.0001176005,0.0002864242,0.69438],"genre_scores_gemma":[0.9980094,0.00001262635,0.0001181443,0.0008913263,0.0001252644,0.0001859696,0.00007406181,0.0000056294,0.000577615],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8932852,"threshold_uncertainty_score":0.999661,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06728912855765602,"score_gpt":0.3261909636231544,"score_spread":0.2589018350654984,"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."}}