{"id":"W6917796864","doi":"10.58079/av0a","title":"46th Annual Atlantic Schools of Business Conference","year":2016,"lang":"en","type":"article","venue":"OpenEdition (OpenEdition)","topic":"Management and Marketing Education","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Work (physics); Agency (philosophy); Government (linguistics)","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":["scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0007069783,0.0002570904,0.0003002418,0.0003887625,0.0002242257,0.0002868334,0.0004649398,0.00009602649,0.006697664],"category_scores_gemma":[0.0005313948,0.0002028931,0.00008254319,0.0006958932,0.0001107432,0.01812996,0.0002370182,0.00009582433,0.002152364],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005061501,"about_ca_system_score_gemma":0.00007841556,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002678594,"about_ca_topic_score_gemma":0.0003853506,"domain_scores_codex":[0.9981593,0.00003770684,0.000510984,0.00044473,0.0005025971,0.000344699],"domain_scores_gemma":[0.9977967,0.00009609742,0.0005387441,0.0004108137,0.001124576,0.00003309917],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.0002592123,0.0004634298,0.01783153,0.0006837976,0.00008707211,0.00001268244,0.00002892916,0.00001695347,0.002912841,0.6962382,0.2606731,0.02079228],"study_design_scores_gemma":[0.002345012,0.00004114051,0.5565553,0.001116736,0.0001869059,0.00000598649,0.0004798931,0.0001273309,0.0006548234,0.01320469,0.4244654,0.0008167922],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4814943,0.0001006404,0.02782447,0.2002935,0.008326212,0.002628208,0.0002260958,0.0007850316,0.2783216],"genre_scores_gemma":[0.9872402,0.00005541211,0.0003188044,0.006241447,0.001572725,0.0001273144,0.0004531593,0.00003049138,0.003960435],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6830335,"threshold_uncertainty_score":0.9986246,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01648433495527425,"score_gpt":0.2249411846651697,"score_spread":0.2084568497098955,"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."}}