{"id":"W4383744346","doi":"10.2172/1974994","title":"Spring 2023 Solar Industry Update [Slides]","year":2023,"lang":"en","type":"report","venue":"","topic":"Global Energy and Sustainability Research","field":"Energy","cited_by":29,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Renewable energy; Presentation (obstetrics); Spring (device); Solar energy; Quarter (Canadian coin); Government (linguistics); Investment (military); Business; Environmental economics; Engineering; Economics; Political science; Geography; Mechanical engineering; Electrical engineering","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008897608,0.0009265437,0.0004455003,0.002239106,0.0009067354,0.003469541,0.001031388,0.001515402,0.3227583],"category_scores_gemma":[0.002122515,0.0003560128,0.0006846988,0.003073283,0.0001487908,0.001544304,0.001007621,0.001450492,0.2837286],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001602042,"about_ca_system_score_gemma":0.003104761,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02573068,"about_ca_topic_score_gemma":0.05308201,"domain_scores_codex":[0.9992421,0.0000358177,0.00002982313,0.00004503012,0.0005556457,0.00009165878],"domain_scores_gemma":[0.9982108,0.00006494043,0.0000795666,0.00007444513,0.001368921,0.0002012829],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001013445,0.00001170301,0.00005668517,0.00002379745,6.309531e-7,0.000006239119,0.000002262685,0.00001455181,0.00003765363,0.000124464,0.9904662,0.00924571],"study_design_scores_gemma":[0.00000694904,0.000008613789,0.0009697286,0.00002963576,0.000001464901,0.00001500055,0.0000112418,0.00002403326,0.00008416422,0.0001495361,0.9986966,0.000003113071],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001380097,0.003056137,0.0008545281,0.009058793,0.01965709,0.000394405,0.1277184,0.003104898,0.8347757],"genre_scores_gemma":[0.003922698,0.00283911,0.001132645,0.004024448,0.002538633,0.0002959054,0.09789287,0.0007988609,0.8865548],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3227583,"threshold_uncertainty_score":0.966003,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08112982403978515,"score_gpt":0.3624226227188486,"score_spread":0.2812927986790634,"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."}}