{"id":"W2916376739","doi":"10.2172/1494742","title":"Q3/Q4 2018 Solar Industry Update","year":2019,"lang":"en","type":"report","venue":"","topic":"Photovoltaic Systems and Sustainability","field":"Environmental Science","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Renewable energy; Presentation (obstetrics); Quarter (Canadian coin); Solar energy; Government (linguistics); Business; Investment (military); Environmental economics; Engineering; Economics; Political science; Geography; 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":[],"consensus_categories":[],"category_scores_codex":[0.00329164,0.0008674348,0.0006178177,0.00444223,0.001880111,0.004996276,0.001682015,0.002705544,0.2706687],"category_scores_gemma":[0.01341111,0.000448058,0.0008711873,0.003157462,0.0003459684,0.002269499,0.001963898,0.002129014,0.1709309],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003463396,"about_ca_system_score_gemma":0.009824886,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03058139,"about_ca_topic_score_gemma":0.03929065,"domain_scores_codex":[0.9940574,0.0002339297,0.0002171854,0.000243386,0.004771313,0.0004767931],"domain_scores_gemma":[0.9797738,0.0007039609,0.0005835253,0.0004052893,0.01742797,0.00110542],"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":[0.0000279557,0.00002494947,0.0002534715,0.00008829966,0.000001643298,0.00001781721,0.00001180935,0.00002998843,0.0001126054,0.0003828456,0.9818718,0.01717675],"study_design_scores_gemma":[0.000008460976,0.00001451188,0.0008268724,0.00005599919,0.00000170922,0.00001355599,0.00002234555,0.00002546448,0.0001906197,0.0001247817,0.9987117,0.000003904398],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003281816,0.004853303,0.002348814,0.03722219,0.05819049,0.001432704,0.1317109,0.004009291,0.7569506],"genre_scores_gemma":[0.01212983,0.004953312,0.00271165,0.01157175,0.01049962,0.001155471,0.1009464,0.001470489,0.8545614],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2706687,"threshold_uncertainty_score":0.9054769,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02055192586286883,"score_gpt":0.2669188552835931,"score_spread":0.2463669294207243,"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."}}