{"id":"W2107512436","doi":"10.22215/timreview/732","title":"Reinventing the Wheel: Contextualizing Existing Innovations as a Path to Market Success","year":2013,"lang":"en","type":"article","venue":"Technology Innovation Management Review","topic":"Management and Organizational Studies","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ontario Tech University","funders":"","keywords":"Path (computing); Value (mathematics); Business; Marketing; Computer science; Industrial organization; Political science; Economics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008136849,0.0005588191,0.0004650796,0.006144769,0.005819869,0.02098071,0.002118139,0.005262931,0.0119761],"category_scores_gemma":[0.01394623,0.0003419632,0.0005088884,0.00852556,0.03770464,0.02352139,0.00766066,0.004616682,0.000731699],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01139552,"about_ca_system_score_gemma":0.007401041,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0096309,"about_ca_topic_score_gemma":0.01546591,"domain_scores_codex":[0.9923466,0.005477512,0.0001946562,0.0005288087,0.0008087537,0.0006436531],"domain_scores_gemma":[0.9844962,0.01195909,0.001413946,0.000613942,0.001016403,0.0005004227],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001820655,0.00001883604,0.001052129,0.0002453224,0.000006555106,0.0001753758,0.03672227,0.0001917787,0.00006914608,0.9446555,0.002964939,0.01388003],"study_design_scores_gemma":[0.00001443245,0.00003899426,0.005403089,0.001982888,0.00002542373,0.0002193801,0.08773112,0.0005998482,0.0002042685,0.6197976,0.2839433,0.00003972602],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1175176,0.1156203,0.0272682,0.1532383,0.00138087,0.0002025691,0.0004857986,0.0001836157,0.5841028],"genre_scores_gemma":[0.9568289,0.02542858,0.006185523,0.003848259,0.0004080136,0.0001231983,0.0001135666,0.0000828071,0.006981118],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02098071,"threshold_uncertainty_score":0.08268076,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03212530231198146,"score_gpt":0.2805790277300625,"score_spread":0.2484537254180811,"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."}}