{"id":"W2655220519","doi":"","title":"Student Publications at Athabasca University","year":2011,"lang":"en","type":"article","venue":"AUSpace (Athabasca University)","topic":"Leadership and Management in Organizations","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Outreach; Public relations; Ceremony; Political science; Sociology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001038067,0.0006300326,0.0004166031,0.002811506,0.003668962,0.007602163,0.001173658,0.001103674,0.5186868],"category_scores_gemma":[0.003782059,0.0002505742,0.0003008928,0.003110636,0.0007903901,0.001846376,0.003350146,0.001120682,0.2448419],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003594091,"about_ca_system_score_gemma":0.009297729,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01634927,"about_ca_topic_score_gemma":0.05903443,"domain_scores_codex":[0.9984241,0.0001227841,0.00006028888,0.0001615933,0.0009713036,0.0002598531],"domain_scores_gemma":[0.9952827,0.0002709006,0.0001660084,0.0003999583,0.001917379,0.00196308],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0000241005,0.0000396562,0.0005064538,0.0001271423,0.000002579082,0.0001479443,0.0004255254,0.00004340818,0.0005657155,0.005336773,0.8993434,0.09343736],"study_design_scores_gemma":[0.000001133826,0.000004953231,0.0004283017,0.00004973977,5.865926e-7,0.00004372014,0.0002422957,0.00001815889,0.000127892,0.0002470314,0.9988324,0.000003671568],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.005600947,0.003349172,0.0005406666,0.01584726,0.007529797,0.0001025131,0.004399619,0.001766004,0.960864],"genre_scores_gemma":[0.00750506,0.001304837,0.0004115549,0.0008325177,0.0005507278,0.00003538984,0.0009513001,0.0004050477,0.9880036],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9964059,"threshold_uncertainty_score":0.6865349,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03664715794133765,"score_gpt":0.1951732124688612,"score_spread":0.1585260545275236,"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."}}