{"id":"W7057796938","doi":"","title":"Kokemuksesta voimavaraksi : vertaistukiryhmän perustaminen erityislasten vanhemmille","year":2011,"lang":"fi","type":"other","venue":"Theseus (Ammattikorkeakoulujen)","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Arbutus Biopharma (Canada)","funders":"","keywords":"Process (computing); Work (physics); Context (archaeology); Limiting","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001015647,0.0006944957,0.0004284232,0.0004516207,0.00284137,0.006000068,0.001007416,0.002991641,0.1435916],"category_scores_gemma":[0.00155426,0.0003754438,0.0004631681,0.0003830843,0.001505694,0.004385638,0.003144762,0.004119924,0.05547607],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003030776,"about_ca_system_score_gemma":0.004167562,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00850539,"about_ca_topic_score_gemma":0.02391805,"domain_scores_codex":[0.9985682,0.0002029263,0.00006675257,0.0003178434,0.0005489391,0.0002953185],"domain_scores_gemma":[0.999146,0.0001560933,0.00006792425,0.00006697809,0.0003384489,0.0002245695],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"qualitative","study_design_scores_codex":[0.0005362662,0.0002777236,0.001431232,0.001296763,0.00003896554,0.001094007,0.004863012,0.00009938905,0.02878895,0.05621231,0.7018001,0.2035612],"study_design_scores_gemma":[0.000005636779,0.00003465736,0.0004877898,0.00008298225,0.000007947579,0.0001266416,0.000583136,0.00002330165,0.002183559,0.0008217316,0.9956305,0.00001207443],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.01467782,0.02681244,0.00396699,0.0922107,0.01456567,0.0002674519,0.001166326,0.001096418,0.8452362],"genre_scores_gemma":[0.0268037,0.008842144,0.002543784,0.01384312,0.0008890442,0.000113799,0.0004570558,0.0003243751,0.9461829],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1435916,"threshold_uncertainty_score":0.4803618,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02176476137547293,"score_gpt":0.2543283134338543,"score_spread":0.2325635520583814,"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."}}