{"id":"W2067611449","doi":"10.1111/j.1540-5885.2012.00920_3.x","title":"Thinking on Purpose for Project Managers: Outsmarting EvolutionBillRichardson. Oshawa, ON: Multi‐Media Publications Inc., 2009. 328 pages. US$39.95.","year":2012,"lang":"en","type":"article","venue":"Journal of Product Innovation Management","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Citation; Library science; Product (mathematics); Management; Space (punctuation); Operations research; Political science; Computer science; Engineering; Mathematics; Economics","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":[],"consensus_categories":[],"category_scores_codex":[0.007070665,0.0005949711,0.0003171663,0.0008949422,0.005086549,0.006991138,0.000945492,0.002005063,0.01237385],"category_scores_gemma":[0.006619938,0.0005234695,0.0003098909,0.0009076521,0.01008179,0.01368073,0.006111591,0.003687569,0.001884893],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00437573,"about_ca_system_score_gemma":0.007389694,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008565743,"about_ca_topic_score_gemma":0.02976131,"domain_scores_codex":[0.9970681,0.002016673,0.00006845751,0.0001771629,0.000393377,0.0002762158],"domain_scores_gemma":[0.9962527,0.00192339,0.0001473952,0.00022949,0.0004911481,0.0009558456],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005391826,0.0001004721,0.002132065,0.0002455099,0.000009601116,0.0004314429,0.1399569,0.0001946996,0.0005589301,0.1462294,0.2752069,0.4348801],"study_design_scores_gemma":[0.00001303361,0.00003277968,0.002744203,0.0009958331,0.00001238069,0.0003181799,0.09423388,0.0003617695,0.0004774031,0.09590434,0.8048841,0.00002219798],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.05926506,0.06075419,0.06555665,0.3796964,0.007264469,0.0001921253,0.0001279206,0.001146849,0.4259964],"genre_scores_gemma":[0.5139301,0.05009799,0.05960593,0.0283682,0.0009855404,0.0003272491,0.0001894823,0.00162152,0.344874],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.01237385,"threshold_uncertainty_score":0.04139459,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08389461246022416,"score_gpt":0.2917351210617339,"score_spread":0.2078405086015097,"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."}}