{"id":"W7064179058","doi":"","title":"Asiakkaiden ajantasaisen tiedon saatavuuden kehittäminen Oulun vastaanottokeskuksessa","year":2024,"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":"","funders":"","keywords":"Context (archaeology); Limiting; Risk assessment","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":[0.0006990909,0.0009404437,0.0006461091,0.0007041623,0.005915888,0.01099342,0.001083192,0.002017989,0.1593529],"category_scores_gemma":[0.001367466,0.0005261949,0.0004648877,0.001432289,0.002028518,0.004213535,0.004927949,0.002423697,0.06106852],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003487873,"about_ca_system_score_gemma":0.007088766,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03881771,"about_ca_topic_score_gemma":0.105013,"domain_scores_codex":[0.9991702,0.00006709505,0.00004182184,0.0002117305,0.0002984342,0.0002106721],"domain_scores_gemma":[0.9989495,0.0001578845,0.00009874016,0.0001119092,0.0003994681,0.0002825764],"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":[0.0009533417,0.0003869656,0.0167053,0.001864713,0.0001138495,0.003455431,0.027841,0.0007869962,0.03423217,0.1392955,0.2897822,0.4845825],"study_design_scores_gemma":[0.00000364262,0.00001773724,0.002196633,0.0001130803,0.0000143293,0.000191541,0.003172755,0.00005689405,0.001382921,0.001204432,0.9916305,0.00001543354],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.04007243,0.009966214,0.003819253,0.01104553,0.003153458,0.0001184122,0.001779459,0.0006933541,0.9293518],"genre_scores_gemma":[0.08922397,0.00765362,0.004861011,0.001418437,0.0002415321,0.00007626515,0.001315252,0.0005440942,0.8946658],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1593529,"threshold_uncertainty_score":0.5330887,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01946580649812915,"score_gpt":0.2798464820438745,"score_spread":0.2603806755457454,"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."}}