{"id":"W188913738","doi":"","title":"NREL PV Working With Industry Newsletter: 4th Quarter 1999","year":2000,"lang":"en","type":"book","venue":"University of North Texas Digital Library (University of North Texas)","topic":"Photovoltaic Systems and Sustainability","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Environmental science; Engineering; History; Archaeology","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","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00008423754,0.0007117356,0.001086301,0.0003570162,0.000374283,0.00007712351,0.001975284,0.0006498993,0.005378199],"category_scores_gemma":[0.000006210911,0.0008552812,0.0005167691,0.0006966594,0.001784831,0.002994767,0.001193655,0.001180872,0.0006415901],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004830821,"about_ca_system_score_gemma":0.0004872755,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002950214,"about_ca_topic_score_gemma":0.003941379,"domain_scores_codex":[0.9966921,0.00009896507,0.0003950422,0.001158073,0.0009427136,0.0007131396],"domain_scores_gemma":[0.9974287,0.0001285508,0.0008022159,0.00109146,0.00004435726,0.0005047247],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004040741,0.0002106838,0.8540022,0.0001430855,0.0001811047,0.0006139404,0.0001378788,0.0003535593,3.435833e-8,0.00001111035,0.1387445,0.005197872],"study_design_scores_gemma":[0.0006325315,0.0002151393,0.5505104,0.0001615336,0.0000991038,0.00001476095,0.00007831794,0.00002400224,4.721767e-7,0.00005834858,0.4476777,0.0005276948],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.6422439,0.0000435674,0.00008142326,0.0001915204,0.00006215333,0.0007119981,0.001240354,0.0001722501,0.3552529],"genre_scores_gemma":[0.443631,0.00006431382,0.0002931592,0.0001258958,0.00007271572,5.697794e-8,0.001007261,0.00006752988,0.5547381],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.3089332,"threshold_uncertainty_score":0.9993898,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007568224177295614,"score_gpt":0.1482056084483306,"score_spread":0.1406373842710349,"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."}}