{"id":"W7030395727","doi":"","title":"Ne niin sanotut \"pestuumarkkinat\" : palkollisten pestuutapahtumat sanomalehdissä ja muistitiedossa vuosina 1880 - 1920","year":2018,"lang":"fi","type":"other","venue":"Jyväskylä University Digital Archive (University of Jyväskylä)","topic":"Text and Document Classification Technologies","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Life style; 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","sts","open_science","insufficient_payload"],"consensus_categories":["metaepi_narrow","sts","insufficient_payload"],"category_scores_codex":[0.0003339806,0.001637237,0.002088015,0.002469345,0.001578894,0.0006684395,0.008041739,0.001127749,0.005661266],"category_scores_gemma":[0.0002328954,0.002144916,0.001378492,0.002266748,0.005777641,0.003313862,0.005647207,0.001127488,0.005478709],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008520517,"about_ca_system_score_gemma":0.0009434985,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00131134,"about_ca_topic_score_gemma":0.001189004,"domain_scores_codex":[0.9926036,0.0004249944,0.0007853013,0.002908218,0.001553791,0.001724088],"domain_scores_gemma":[0.9927323,0.0006612064,0.002087251,0.003052252,0.0006258433,0.0008411444],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002154731,0.003489408,0.01365915,0.001558469,0.002758732,0.003072856,0.008578705,0.00003472648,0.0006672792,0.2134461,0.4666703,0.2839096],"study_design_scores_gemma":[0.003624228,0.001154898,0.0195172,0.0009211637,0.0004327254,0.00007534296,0.009986865,0.00122437,0.00006709166,0.004663332,0.9559999,0.002332902],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01240447,0.0003020206,0.09574218,0.001734093,0.001171216,0.001635763,0.002934376,0.001571285,0.8825046],"genre_scores_gemma":[0.1660413,0.001082227,0.013595,0.00009139553,0.00028454,0.000001024703,0.0008399048,0.0002347984,0.8178298],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4893296,"threshold_uncertainty_score":0.9997209,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0114479324778916,"score_gpt":0.1837676888527497,"score_spread":0.1723197563748581,"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."}}