{"id":"W349097522","doi":"10.4337/9781782549048","title":"Handbook of Organizational and Entrepreneurial Ingenuity","year":2014,"lang":"en","type":"book","venue":"Edward Elgar Publishing eBooks","topic":"Competitive and Knowledge Intelligence","field":"Business, Management and Accounting","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Ingenuity; Business; Management; Economics; Epistemology; Philosophy","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0005367687,0.000350653,0.0004922782,0.0004164531,0.0001579863,0.001378061,0.0005738648,0.0003261871,0.0006365872],"category_scores_gemma":[0.000891102,0.0003558696,0.0001250249,0.00008453152,0.0002026483,0.0008137622,0.0007799456,0.0004706566,0.0001882166],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006306534,"about_ca_system_score_gemma":0.00025673,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007812575,"about_ca_topic_score_gemma":0.000218575,"domain_scores_codex":[0.9981867,0.00001980332,0.0004990355,0.0005324707,0.0004815248,0.0002804578],"domain_scores_gemma":[0.9980363,0.0001866878,0.000563612,0.0003667087,0.0008161412,0.00003054177],"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":[0.00008577445,0.0000641497,0.004118767,0.001474645,0.0002342245,0.00001873317,0.0004148121,0.000003825019,0.0003113586,0.4261073,0.5178651,0.04930134],"study_design_scores_gemma":[0.0002694693,0.00001183484,0.0001584244,0.0006340345,0.0001014814,0.000003353269,0.000009165928,0.00008216666,0.0003470597,0.05386505,0.944136,0.0003819941],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0005486833,0.0004648046,0.001166794,0.0001226765,0.001567891,0.0002708903,0.00001780799,0.0001458649,0.9956946],"genre_scores_gemma":[0.02668803,0.00003041112,0.0003074717,0.001586729,0.01961241,0.00001988308,0.0004742183,0.0001992598,0.9510816],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4262709,"threshold_uncertainty_score":0.9998893,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01246595856202715,"score_gpt":0.1951695128829391,"score_spread":0.1827035543209119,"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."}}