{"id":"W7051231799","doi":"","title":"Oikeudenmukaisuus ja vihreän siirtymän kustannukset","year":2022,"lang":"fi","type":"article","venue":"LaCRIS (University of Lapland)","topic":"Laser-Plasma Interactions and Diagnostics","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000161458,0.000268621,0.0004335607,0.0001943406,0.001081124,0.00005301555,0.0005879716,0.000080097,0.0390068],"category_scores_gemma":[0.00001006009,0.0003590131,0.0003241551,0.000424912,0.0001373366,0.0002972696,0.0006252492,0.0005936186,0.001063308],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001521402,"about_ca_system_score_gemma":0.0001806444,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008141868,"about_ca_topic_score_gemma":0.0004004659,"domain_scores_codex":[0.9983177,0.0001589048,0.0002387203,0.0004296557,0.0004101897,0.000444891],"domain_scores_gemma":[0.9985841,0.0002741342,0.0003364411,0.0004659626,0.0001392539,0.0002000975],"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":[0.002709857,0.007363142,0.1571885,0.0005937825,0.002276685,0.001482298,0.02019837,0.02204438,0.001075235,0.08156182,0.6802676,0.02323833],"study_design_scores_gemma":[0.002219317,0.0005476053,0.004988007,0.00005608322,0.0003939551,0.00002006184,0.03134448,0.001891287,0.0001782585,0.0008502467,0.9569936,0.0005170651],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8754825,0.0001281611,0.002722572,0.002165574,0.001854409,0.0004285373,0.009630895,0.00006820569,0.1075191],"genre_scores_gemma":[0.9512907,0.00005060845,0.0003770779,0.00007835351,0.0001514488,0.00000137869,0.0005573438,0.0000260106,0.0474671],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.276726,"threshold_uncertainty_score":0.9998862,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009379946872136481,"score_gpt":0.2060152997143485,"score_spread":0.196635352842212,"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."}}