{"id":"W4408515150","doi":"10.62465/rpca.v4n1.2025.130","title":"Business models of nanotechnology companies and value creation","year":2025,"lang":"en","type":"article","venue":"Revista Política y Ciencias Administrativas.","topic":"University-Industry-Government Innovation Models","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Value creation; Business; Value (mathematics); Nanotechnology; Business model; Industrial organization; Materials science; Computer science; Marketing","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":[0.002476238,0.0003676225,0.0001571315,0.003730471,0.005819229,0.00892781,0.0007385897,0.001065103,0.0029876],"category_scores_gemma":[0.006975779,0.0002028898,0.00030944,0.003240989,0.008634878,0.003523452,0.002480563,0.001078067,0.0002304997],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02839865,"about_ca_system_score_gemma":0.02269088,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3345565,"about_ca_topic_score_gemma":0.4135567,"domain_scores_codex":[0.99686,0.001340104,0.00005138201,0.0001245442,0.0009242198,0.0006997913],"domain_scores_gemma":[0.9957467,0.001962743,0.0007069993,0.0001557797,0.0007613437,0.0006664686],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.00006101383,0.0001357875,0.05969179,0.0001113403,0.00002417024,0.0007715505,0.05559987,0.002920464,0.0009567335,0.826681,0.003095462,0.04995092],"study_design_scores_gemma":[0.00004270359,0.0001166568,0.1241359,0.0006017628,0.00005697084,0.001100136,0.3845779,0.021398,0.001684071,0.2655225,0.2005985,0.0001648763],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6526493,0.001474683,0.007659916,0.006768567,0.00003227639,0.0001915554,0.0001152807,0.00002837866,0.3310799],"genre_scores_gemma":[0.9956141,0.0004735507,0.001110268,0.00007299323,0.000003358941,0.0000223278,0.00003147731,0.000003621273,0.002668322],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3345565,"threshold_uncertainty_score":0.6652184,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02508656392089578,"score_gpt":0.261138843327318,"score_spread":0.2360522794064222,"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."}}