{"id":"W7039581778","doi":"","title":"Maantietunnelin valaistus","year":2021,"lang":"fi","type":"other","venue":"Theseus (Ammattikorkeakoulujen)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Work (physics); 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004812858,0.0003497646,0.0002008277,0.0006691575,0.004082118,0.0041256,0.000542454,0.001372172,0.275839],"category_scores_gemma":[0.0008752443,0.0002000676,0.0003152069,0.0005659593,0.0006414054,0.001376459,0.002982636,0.001850532,0.08557385],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002313228,"about_ca_system_score_gemma":0.002871874,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03164249,"about_ca_topic_score_gemma":0.1093406,"domain_scores_codex":[0.9995889,0.00003158792,0.00001383426,0.00007793697,0.000152236,0.0001355186],"domain_scores_gemma":[0.9993514,0.00004034772,0.00002725963,0.00005066949,0.0002147572,0.0003154885],"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":[0.00009472229,0.00010108,0.004451386,0.0001614221,0.00000857234,0.0005014,0.002651254,0.00006760272,0.00203531,0.04324269,0.830176,0.1165084],"study_design_scores_gemma":[0.000001759478,0.000007047804,0.001752589,0.00002372651,0.000001468648,0.00003829302,0.0004654782,0.00001402771,0.0002016488,0.0003195704,0.9971712,0.000003108239],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.006971196,0.0009982277,0.0002997203,0.007457154,0.001454169,0.00004089097,0.001206022,0.0003795738,0.9811931],"genre_scores_gemma":[0.008560072,0.0002601492,0.0001616095,0.001005248,0.00007151109,0.00001342182,0.0002647942,0.00009755829,0.9895656],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.275839,"threshold_uncertainty_score":0.9227735,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02874801423941515,"score_gpt":0.2731143767297738,"score_spread":0.2443663624903587,"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."}}