{"id":"W7065923917","doi":"","title":"Ekologinen konttirakentaminen","year":2020,"lang":"fi","type":"other","venue":"Theseus (Ammattikorkeakoulujen)","topic":"Laser-Plasma Interactions and Diagnostics","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Work (physics); State (computer science); Population; Quarter (Canadian coin)","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":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.0002198734,0.001495859,0.001522892,0.000318551,0.0003645261,0.0004532353,0.00146162,0.0006770772,0.1119868],"category_scores_gemma":[0.0001464643,0.001394626,0.0008703034,0.0005554883,0.000330571,0.0002838242,0.0006571974,0.001547816,0.1204297],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002027261,"about_ca_system_score_gemma":0.000317544,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002771627,"about_ca_topic_score_gemma":0.0001754063,"domain_scores_codex":[0.9951817,0.0002993311,0.001122854,0.001414686,0.0006345724,0.001346866],"domain_scores_gemma":[0.9959236,0.0008334703,0.0009560067,0.001385305,0.000155246,0.0007463227],"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":[0.0004415781,0.002335907,0.005205247,0.0006877534,0.003684801,0.000480628,0.001228899,0.0005882297,0.0008034373,0.03491103,0.05650979,0.8931227],"study_design_scores_gemma":[0.001277946,0.0003481175,0.001052687,0.00062965,0.0006120637,0.0000179315,0.0006333963,0.0006585729,0.0009083224,0.001181575,0.9912025,0.001477236],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002479971,0.0002101417,0.001960902,0.002455983,0.002865239,0.001140695,0.001666679,0.0003650776,0.9868553],"genre_scores_gemma":[0.08100858,0.0002216132,0.001228401,0.0005543575,0.004190321,0.0001894575,0.001109676,0.0007861243,0.9107115],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9346927,"threshold_uncertainty_score":0.999779,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01805159516554525,"score_gpt":0.252959383416385,"score_spread":0.2349077882508398,"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."}}