{"id":"W2326406144","doi":"10.1177/0893318915584823","title":"Forum Introduction","year":2015,"lang":"en","type":"article","venue":"Management Communication Quarterly","topic":"Management and Organizational Studies","field":"Business, Management and Accounting","cited_by":9,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Montréal","funders":"Université de Montréal","keywords":"Political science; Sociology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0004184548,0.0001632513,0.0001341616,0.0002928438,0.0002992617,0.0003545165,0.0005684223,0.00003025908,0.0003023218],"category_scores_gemma":[0.00002356875,0.0001645535,0.00004420834,0.0006726487,0.00005276996,0.001287123,0.0003149159,0.00008040886,0.002228868],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005667256,"about_ca_system_score_gemma":0.000003487098,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009618288,"about_ca_topic_score_gemma":0.0001102044,"domain_scores_codex":[0.9988729,0.00001924615,0.0002808654,0.0002480797,0.0003543657,0.0002245836],"domain_scores_gemma":[0.9988707,0.00001129368,0.0001764382,0.0007044612,0.0002216943,0.00001542821],"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":[0.00001570748,0.0000752842,0.003322934,0.00003792256,0.00005018063,0.000001152265,0.00009738009,0.00003700313,0.00000204503,0.5483971,0.4307315,0.01723182],"study_design_scores_gemma":[0.0006085249,0.00001982438,0.004790887,0.00001023047,0.00006071236,4.362567e-7,0.004538869,0.0008871375,0.000001758804,0.07379351,0.9150697,0.0002183982],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.007069334,0.0008461103,0.01978916,0.08255795,0.001308023,0.001177709,0.000001384411,0.001142784,0.8861076],"genre_scores_gemma":[0.9829609,0.00004258437,0.003461049,0.004575071,0.001141149,0.000103885,0.0002605081,0.00004010416,0.007414766],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9758915,"threshold_uncertainty_score":0.998548,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01783328256270393,"score_gpt":0.2177842449398231,"score_spread":0.1999509623771192,"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."}}