{"id":"W7051316660","doi":"","title":"Ohjekortisto aloittavalle kuntotarkastajalle","year":2022,"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":"Value (mathematics); Quarter (Canadian coin); Quality (philosophy)","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":[0.002562383,0.0005204922,0.0003833179,0.000856577,0.002843512,0.006225114,0.0008952394,0.001945914,0.06514529],"category_scores_gemma":[0.005645845,0.0003139584,0.0004850432,0.001065764,0.001897001,0.003361307,0.003921365,0.003326645,0.00985554],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00425223,"about_ca_system_score_gemma":0.008744111,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03164194,"about_ca_topic_score_gemma":0.06081379,"domain_scores_codex":[0.9977033,0.000493697,0.0001372165,0.0004464969,0.0007215553,0.0004977319],"domain_scores_gemma":[0.9971956,0.0008493084,0.000425385,0.0001905078,0.0008457953,0.0004934779],"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":[0.0008023538,0.0003896226,0.08196539,0.002386552,0.0002448154,0.002269974,0.04665653,0.0009547817,0.007632169,0.1921906,0.2359167,0.4285904],"study_design_scores_gemma":[0.00002051141,0.00006920403,0.02744883,0.0007298603,0.00005075035,0.0002706284,0.01331728,0.0001277108,0.001372381,0.006469074,0.9500803,0.00004349626],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.1449161,0.03061294,0.00516387,0.1000457,0.003852263,0.0002086466,0.003027265,0.0002489817,0.7119243],"genre_scores_gemma":[0.457892,0.02368525,0.004022328,0.01535672,0.001004245,0.0002010215,0.002174826,0.0002506228,0.495413],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.06514529,"threshold_uncertainty_score":0.2179327,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01606113754412404,"score_gpt":0.2600909461360576,"score_spread":0.2440298085919335,"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."}}