{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001540152,0.0003688567,0.0005520679,0.00004186331,0.0001001187,0.00005752026,0.0005240669,0.001384454,0.03004102],"category_scores_gemma":[0.0002984286,0.0002910422,0.0002045687,0.0001807062,0.0001840702,0.0001847756,0.0006596541,0.001053534,0.005825081],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001944552,"about_ca_system_score_gemma":0.0005125027,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04950305,"about_ca_topic_score_gemma":0.001102626,"domain_scores_codex":[0.9967242,0.00008280345,0.0005403306,0.0008166502,0.001282123,0.0005538604],"domain_scores_gemma":[0.9981912,0.00003595502,0.0002669481,0.001222413,0.00007436669,0.000209086],"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":[0.000002826226,0.00004143594,0.1497144,0.000101967,0.00002254957,0.00002301109,0.00002752882,0.0000158867,0.00008873371,0.000002737979,0.84837,0.001588987],"study_design_scores_gemma":[0.00009632963,0.00002744991,0.04072003,0.00003011624,0.00002135531,0.0000341337,0.0001212414,0.00002991895,0.0001495364,0.0001534064,0.9582385,0.0003779937],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.05621076,0.0001354649,0.00006634009,0.0001324882,0.003271359,0.0009238326,0.00005173152,0.0001175347,0.9390905],"genre_scores_gemma":[0.2532386,0.0001722755,0.0001371701,0.0004256875,0.0006288767,0.00006340994,0.00007575483,0.0000726089,0.7451857],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1970278,"threshold_uncertainty_score":0.9999542,"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."}}