{"id":"W7045560895","doi":"","title":"Aurinkopaneelin ja -paneelituotannon hiilijalanjälki : tutkimustyö Salo Tech Oy:lle","year":2021,"lang":"fi","type":"other","venue":"Theseus (Ammattikorkeakoulujen)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"High tech; Power (physics); Government (linguistics); Quarter (Canadian coin); Context (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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005890117,0.0002671316,0.0001332438,0.0003651191,0.002610802,0.004933693,0.0004282411,0.001323947,0.06727596],"category_scores_gemma":[0.000585555,0.0001590224,0.0001784431,0.0003820321,0.0007253831,0.002027891,0.001950011,0.001406457,0.010833],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002298616,"about_ca_system_score_gemma":0.002919089,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01061134,"about_ca_topic_score_gemma":0.0434159,"domain_scores_codex":[0.9996732,0.00004257343,0.00001188999,0.00005936348,0.0001293235,0.00008358238],"domain_scores_gemma":[0.9996009,0.00006657799,0.00003027633,0.00001953572,0.0001632411,0.0001194136],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0005869405,0.0005352606,0.01365792,0.0008123699,0.00002955686,0.002116365,0.01428007,0.0002248689,0.02990893,0.086836,0.4160169,0.4349948],"study_design_scores_gemma":[0.000006475932,0.00006668632,0.004776523,0.0001186773,0.000008474447,0.0001999892,0.003838001,0.00009535882,0.002474316,0.001527996,0.986875,0.00001257143],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.06569404,0.01181943,0.002451141,0.04382437,0.003960774,0.0001161856,0.0003795958,0.0003984388,0.871356],"genre_scores_gemma":[0.07733276,0.004444889,0.001173186,0.004142459,0.0004200974,0.0000498681,0.0001803949,0.0001233109,0.912133],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.06727596,"threshold_uncertainty_score":0.2250605,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02272187538852185,"score_gpt":0.2648971305362189,"score_spread":0.2421752551476971,"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."}}