{"id":"W7006123374","doi":"","title":"Teknistä viestintää ammattikorkeakouluissa - koulutuksen laajuuksista ja sisällöistä","year":2010,"lang":"fi","type":"other","venue":"Theseus (Ammattikorkeakoulujen)","topic":"Prenatal Screening and Diagnostics","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Work (physics); 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","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"category_scores_codex":[0.00267523,0.004402275,0.005084606,0.001679959,0.001216601,0.0009448424,0.00424686,0.005633071,0.0312717],"category_scores_gemma":[0.007431014,0.004132687,0.001886614,0.002441047,0.002261794,0.000518068,0.002229903,0.007910857,0.04205146],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007477778,"about_ca_system_score_gemma":0.001831578,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003241343,"about_ca_topic_score_gemma":0.001372159,"domain_scores_codex":[0.9831781,0.001115054,0.003458022,0.004056493,0.003380163,0.004812102],"domain_scores_gemma":[0.9828891,0.003450737,0.002587032,0.006442582,0.001140516,0.00349002],"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":[0.001578208,0.001894332,0.002434569,0.002301827,0.002470408,0.003278121,0.0007806438,0.00002915595,0.003230388,0.01036433,0.005900398,0.9657376],"study_design_scores_gemma":[0.004740116,0.001092649,0.005454104,0.006137509,0.003116733,0.001119866,0.0004544108,0.0005439165,0.001921349,0.0009979868,0.9701322,0.004289184],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003628707,0.009719024,0.0009425788,0.00383354,0.005505583,0.003446708,0.001770798,0.0025653,0.9685878],"genre_scores_gemma":[0.03611237,0.003042843,0.006230801,0.001957292,0.008233486,0.0004443318,0.001926962,0.003084429,0.9389675],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9642318,"threshold_uncertainty_score":0.9968689,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01994260156589766,"score_gpt":0.2691645549465589,"score_spread":0.2492219533806612,"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."}}