{"id":"W4411618016","doi":"10.51847/efhwxtepz9","title":"10.51847/EfhwXTEPz9","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Energy and Environment Impacts","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Grid; Photovoltaic system; Computer science; Electrical engineering; Engineering; Geography","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003406642,0.0007450489,0.000352567,0.001204145,0.0005904028,0.001768087,0.0006183155,0.001808915,0.8196222],"category_scores_gemma":[0.0005344266,0.000264349,0.0003707401,0.0009179146,0.0004650207,0.001511375,0.00111781,0.0007111409,0.7428128],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004160856,"about_ca_system_score_gemma":0.0002481075,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001238456,"about_ca_topic_score_gemma":0.0007829461,"domain_scores_codex":[0.999809,0.00002295198,0.00001414555,0.00004945854,0.00006350445,0.000040918],"domain_scores_gemma":[0.9996406,0.00008471808,0.00002009166,0.00008366579,0.0001227465,0.00004819969],"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":[0.0003406776,0.0002435895,0.001518337,0.000229447,0.000023458,0.0004518755,0.00008366756,0.002022038,0.01250285,0.009016102,0.1110976,0.8624703],"study_design_scores_gemma":[0.00008078361,0.0001751345,0.002211912,0.0001821878,0.00002556778,0.001009054,0.0001660873,0.007526315,0.01068788,0.005245693,0.9726549,0.00003449444],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01218813,0.001058657,0.03462955,0.00123734,0.001682115,0.0001441186,0.001532888,0.004093271,0.9434338],"genre_scores_gemma":[0.02866798,0.0003716356,0.005674121,0.0002883281,0.0001510284,0.00005318991,0.0009806871,0.0002977957,0.9635152],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1803778,"threshold_uncertainty_score":0.257287,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004149124276027294,"score_gpt":0.1554107577194289,"score_spread":0.1512616334434016,"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."}}