{"id":"W2346053913","doi":"10.15173/jpc.v4i2.2916","title":"Communications, career, and industry: The journey and the lessons","year":2016,"lang":"en","type":"article","venue":"Journal of Professional Communication","topic":"Team Dynamics and Performance","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"McMaster University","keywords":"General partnership; Management; Political science; Professional communication; Public relations; Library science; Sociology; Law; Economics; Computer science","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007256994,0.0008246448,0.000845384,0.001663174,0.01057024,0.01276589,0.001242161,0.00790476,0.02254572],"category_scores_gemma":[0.009203785,0.0005392794,0.0005022354,0.002046411,0.008490119,0.01789616,0.008348871,0.01459769,0.004594228],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004665296,"about_ca_system_score_gemma":0.01413465,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03737718,"about_ca_topic_score_gemma":0.07946835,"domain_scores_codex":[0.997408,0.001076242,0.00008002894,0.0002005691,0.0005300121,0.0007051351],"domain_scores_gemma":[0.9861416,0.002896968,0.0003226389,0.000296935,0.001867518,0.008474249],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005429439,0.00009133377,0.0009639775,0.0002010801,0.000009492731,0.0003095146,0.01675057,0.00007285729,0.0001220574,0.03656492,0.8706043,0.07425562],"study_design_scores_gemma":[0.000007716653,0.00004710737,0.001140047,0.0009486225,0.00000332967,0.000244935,0.07973932,0.00004414755,0.0000360114,0.01816538,0.8995845,0.00003883111],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.001147797,0.03914331,0.0001945855,0.9397408,0.009996422,0.000007200134,0.00005507785,0.00002390394,0.00969097],"genre_scores_gemma":[0.08796991,0.2335978,0.002817818,0.4220472,0.03197507,0.0001350867,0.0002774312,0.0001922471,0.2209873],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.03737718,"threshold_uncertainty_score":0.07542294,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08365719718224403,"score_gpt":0.4025031826661729,"score_spread":0.3188459854839288,"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."}}