{"id":"W7019300103","doi":"","title":"Hakapolun ja Norontien saneerauksen suunnittelu","year":2012,"lang":"fi","type":"other","venue":"Theseus (Ammattikorkeakoulujen)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Subrogation; 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","scholarly_communication","open_science","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"category_scores_codex":[0.004103668,0.006228159,0.005650675,0.0030044,0.001154293,0.001161369,0.007131236,0.005044318,0.168798],"category_scores_gemma":[0.0007112761,0.006344031,0.002536879,0.002886557,0.002491703,0.001801949,0.002623094,0.004804214,0.5877635],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002908094,"about_ca_system_score_gemma":0.001074834,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003531339,"about_ca_topic_score_gemma":0.001173768,"domain_scores_codex":[0.9762357,0.00285542,0.003695769,0.004245409,0.004306624,0.008661079],"domain_scores_gemma":[0.9826204,0.001153264,0.003898341,0.008050211,0.0007799458,0.003497813],"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":[0.001522762,0.002786024,0.001827955,0.001660664,0.005473246,0.0006637702,0.005517826,0.00007050731,0.004612327,0.00539978,0.02377947,0.9466857],"study_design_scores_gemma":[0.003747834,0.0004118193,0.002834131,0.002041282,0.00273743,0.0006854392,0.001018145,0.0002055582,0.001591001,0.0008044174,0.9769716,0.00695133],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003511617,0.02599761,0.000237741,0.0007659841,0.007584175,0.005036815,0.003377797,0.003518504,0.9499698],"genre_scores_gemma":[0.03531519,0.001333877,0.002860954,0.0007128822,0.01044955,0.0005983813,0.001582554,0.01255675,0.9345899],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9531921,"threshold_uncertainty_score":0.9998755,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02335109591271253,"score_gpt":0.2587668296858573,"score_spread":0.2354157337731448,"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."}}