{"id":"W4404622558","doi":"10.1016/j.solcom.2024.100096","title":"The macro view of solar policy: The case for supporting utility-scale power","year":2024,"lang":"en","type":"article","venue":"Solar Compass","topic":"Energy and Environment Impacts","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Macro; Scale (ratio); Solar power; Macro level; Environmental economics; Power (physics); Economics; Computer science; Economic system; Geography; Physics; Cartography; Thermodynamics","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":[0.001185525,0.0001348521,0.0001326964,0.00001457446,0.0005056979,0.00008025315,0.0003095133,0.00005304679,0.0005592894],"category_scores_gemma":[0.00006123989,0.000075349,0.0001418725,0.0001733017,0.000343808,0.0001433557,0.0002095991,0.0001710578,0.0001350207],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006963145,"about_ca_system_score_gemma":0.00001986397,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004085277,"about_ca_topic_score_gemma":0.0004027167,"domain_scores_codex":[0.9988032,0.0001116463,0.0002668434,0.0002218479,0.0001895014,0.0004069408],"domain_scores_gemma":[0.9990798,0.0003485119,0.00006701117,0.0004161298,0.000003380633,0.00008514783],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003424697,0.0008858475,0.01566416,0.0007111597,0.0007588466,0.001108881,0.05069824,0.01322835,0.03012832,0.02582854,0.2259297,0.6347155],"study_design_scores_gemma":[0.0002169589,0.0001150895,0.006741863,0.00004181762,0.00005869438,0.0003427547,0.001866121,0.009830602,0.006344113,0.007671031,0.966518,0.0002529607],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9637949,0.001529435,0.006315902,0.01291081,0.0005549638,0.0006278533,0.00008815197,0.00009550077,0.0140825],"genre_scores_gemma":[0.9983436,0.0000606805,0.0002074715,0.0003183567,0.00005974783,0.00002506554,0.000004298871,0.00001903045,0.0009617023],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7405883,"threshold_uncertainty_score":0.6123827,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01463055733206629,"score_gpt":0.274102262795861,"score_spread":0.2594717054637947,"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."}}