{"id":"W2204673843","doi":"","title":"Stated innovation diffusion model from stated preference data: The Case of Photo-Voltaic (PV) Solar Cells for Household Electricity Generation","year":2013,"lang":"en","type":"article","venue":"","topic":"Innovation Diffusion and Forecasting","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"","keywords":"Renewable energy; Environmental economics; Electricity; Consumption (sociology); Electricity generation; Tariff; Economics; Business; Microeconomics; Engineering; Power (physics)","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.01423338,0.0006866954,0.001341295,0.0009848614,0.0005612992,0.001548566,0.001797186,0.002554301,0.005143348],"category_scores_gemma":[0.03163303,0.000488738,0.00153003,0.001198344,0.00100233,0.002546183,0.0007832783,0.002155369,0.0008881057],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001755498,"about_ca_system_score_gemma":0.001018271,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02077962,"about_ca_topic_score_gemma":0.01477928,"domain_scores_codex":[0.9960996,0.002720477,0.0001759997,0.0003983279,0.0003150133,0.0002905888],"domain_scores_gemma":[0.954467,0.03909653,0.002868461,0.001805313,0.001306296,0.0004564271],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00288616,0.001192945,0.08898499,0.0007799335,0.0005106166,0.001024206,0.001922045,0.6753765,0.004108485,0.1509603,0.001582517,0.07067141],"study_design_scores_gemma":[0.0001628055,0.0004767652,0.008382265,0.00003332199,0.00007753848,0.0001221317,0.0003090095,0.960247,0.000772349,0.02858721,0.0007523436,0.00007726019],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8737763,0.0003845308,0.1181874,0.001200574,0.00004025368,0.0005979348,0.001705583,0.0001077448,0.003999735],"genre_scores_gemma":[0.9798843,0.0002695081,0.01569941,0.0001001997,0.00002226247,0.0002770365,0.0005961642,0.000007023204,0.003144078],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02077962,"threshold_uncertainty_score":0.07527423,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3543635056763625,"score_gpt":0.3571912854945366,"score_spread":0.002827779818174114,"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."}}