{"id":"W7054544616","doi":"","title":"Aktiivisuusmittaus kiimantarkkailussa","year":2009,"lang":"fi","type":"other","venue":"Theseus (Ammattikorkeakoulujen)","topic":"Laser Design and Applications","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Work (physics); Life style; Population; Term (time)","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","insufficient_payload"],"category_scores_codex":[0.0005114625,0.001762867,0.001529354,0.0006582632,0.0003411887,0.0003834553,0.0019381,0.00131505,0.01573384],"category_scores_gemma":[0.00005664289,0.001774857,0.0006828157,0.001008813,0.0002877938,0.0002912572,0.0002342076,0.001529432,0.04354174],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000468774,"about_ca_system_score_gemma":0.0001828564,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003363038,"about_ca_topic_score_gemma":0.0001380342,"domain_scores_codex":[0.9945385,0.0002229244,0.001197265,0.001363999,0.0008496767,0.001827609],"domain_scores_gemma":[0.9960073,0.0002774367,0.0004311047,0.002427693,0.0001178923,0.0007386285],"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":[0.00007752567,0.0004703333,0.00003107559,0.0006037968,0.0008791468,0.0001981542,0.0006464343,0.0008878008,0.003445643,0.01459461,0.03156388,0.9466016],"study_design_scores_gemma":[0.0009533355,0.0001285521,0.0006212914,0.000739266,0.0004176491,0.00008898768,0.00009332452,0.002457983,0.001330236,0.003470115,0.9876953,0.002003959],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0006183988,0.003558377,0.004841205,0.001122945,0.001032703,0.001571849,0.0003890975,0.002142463,0.984723],"genre_scores_gemma":[0.02009191,0.002127723,0.003312432,0.0005601305,0.002082864,0.0002446534,0.0003410359,0.001397016,0.9698423],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9561314,"threshold_uncertainty_score":0.9999815,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01599456955013223,"score_gpt":0.2370321149971142,"score_spread":0.221037545446982,"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."}}