{"id":"W2219280116","doi":"10.2139/ssrn.1408032","title":"Project Management and Success in Academic Research","year":2009,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Big Data and Business Intelligence","field":"Business, Management and Accounting","cited_by":14,"is_retracted":false,"has_abstract":false,"ca_institutions":"LogicalOutcomes","funders":"","keywords":"Engineering management; Business; Political science; Engineering ethics; Process management; Engineering","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.02093022,0.0002984662,0.0008331719,0.008739595,0.005313805,0.01063338,0.001590266,0.002458207,0.0061971],"category_scores_gemma":[0.09723977,0.000353379,0.000525792,0.00991881,0.006766494,0.005301362,0.007064528,0.003868055,0.0008885196],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003228735,"about_ca_system_score_gemma":0.007707953,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007681001,"about_ca_topic_score_gemma":0.008029161,"domain_scores_codex":[0.9755931,0.01456645,0.001494413,0.0008348553,0.00452707,0.00298402],"domain_scores_gemma":[0.7921474,0.06271485,0.0501052,0.005089162,0.0176774,0.07226606],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0002800147,0.000980637,0.9484136,0.00006407458,0.0001808321,0.0002237874,0.004438126,0.0003410204,0.0000829959,0.01141418,0.003713433,0.02986731],"study_design_scores_gemma":[0.00008607339,0.0005384027,0.936583,0.0001996628,0.0001137269,0.0003088232,0.02917935,0.001903555,0.0002262521,0.02434303,0.00644833,0.00006977119],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.959943,0.002000718,0.0005890823,0.008702294,0.00008335102,0.00005379571,0.0001294709,0.00003334901,0.02846498],"genre_scores_gemma":[0.9985789,0.0003068075,0.00009480925,0.0001059928,0.00004914456,0.00002015007,0.00004591436,0.000009566432,0.0007887134],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9790698,"threshold_uncertainty_score":0.1106909,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1026954278258256,"score_gpt":0.3853071097254683,"score_spread":0.2826116818996427,"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."}}