{"id":"W2255609578","doi":"","title":"The Market Value of Modularity and Supply Chain Integration: Theory and Evidence from the Solar Photovoltaic Industry","year":2010,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Product Development and Customization","field":"Business, Management and Accounting","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"Quest University Canada","funders":"","keywords":"Supply chain; Industrial organization; Business; Valuation (finance); Service management; Supply chain management; Value chain; Photovoltaic system; Supply chain risk management; Modularity (biology); Demand chain; Microeconomics; Marketing; Economics; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005889364,0.0001150004,0.0001033691,0.00004452843,0.0005657682,0.0002959274,0.0002665081,0.0001020976,0.00004644856],"category_scores_gemma":[0.0008462687,0.00006487978,0.00002819038,0.0001695354,0.0001407917,0.0007235198,0.0001014287,0.001797087,0.00000204616],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003539202,"about_ca_system_score_gemma":0.0002867451,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002461576,"about_ca_topic_score_gemma":0.001462931,"domain_scores_codex":[0.9988872,0.00007438678,0.0002081137,0.0001520872,0.0001971389,0.0004810107],"domain_scores_gemma":[0.9992385,0.0002414383,0.0002263251,0.0001629664,0.0001207426,0.00001006479],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0005307145,0.00004519226,0.2769847,0.00002723878,0.0002246653,0.000001686435,0.0005818962,0.000005925837,0.02616922,0.5596153,0.001704742,0.1341087],"study_design_scores_gemma":[0.0005195973,0.00001943089,0.163612,0.0001113867,0.0001045431,0.0000356674,0.002832135,0.003187675,0.001174129,0.825036,0.003163446,0.0002038965],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9902184,0.003426624,0.002141742,0.003511007,0.0002792372,0.0001650322,6.683785e-7,0.00001348269,0.000243811],"genre_scores_gemma":[0.9968934,0.001642798,0.00006138617,0.0002698148,0.0007337187,0.000004933393,0.000002633393,0.0000104065,0.0003809102],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2654208,"threshold_uncertainty_score":0.7807547,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005760422376197313,"score_gpt":0.2022386613170303,"score_spread":0.196478238940833,"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."}}