{"id":"W7067471612","doi":"","title":"Maatalouslomittajien työhyvinvointi Ristijärven paikallisyksikössä","year":2021,"lang":"fi","type":"other","venue":"Theseus (Ammattikorkeakoulujen)","topic":"Engineering and Material Science Research","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Work (physics); Data collection; 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","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.003674259,0.001626809,0.002019565,0.000639589,0.0006407188,0.001685363,0.003796322,0.001341866,0.0943116],"category_scores_gemma":[0.001043636,0.001494,0.000661253,0.001359172,0.001089752,0.0004121535,0.00196597,0.001203522,0.02008828],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006561301,"about_ca_system_score_gemma":0.0008844463,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002942154,"about_ca_topic_score_gemma":0.0005337021,"domain_scores_codex":[0.9892541,0.001104822,0.001441843,0.002576673,0.002344567,0.003278049],"domain_scores_gemma":[0.9942366,0.0005197836,0.0007128398,0.002861757,0.0003973375,0.001271696],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003848007,0.001108498,0.0001632657,0.005161235,0.0006583844,0.002377893,0.001902245,0.0005881664,0.6005122,0.00891714,0.007258831,0.3709674],"study_design_scores_gemma":[0.0007274319,0.0002252407,0.0004506285,0.002035279,0.0001248891,0.000170735,0.000343163,0.0004362238,0.02450908,0.0006034881,0.9685932,0.001780582],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.02103154,0.004734458,0.001127763,0.0008786185,0.00619297,0.001313574,0.0008403166,0.0008171721,0.9630636],"genre_scores_gemma":[0.02958786,0.001857065,0.003740737,0.0001630677,0.002501518,0.0001948697,0.0003810477,0.0008435288,0.9607303],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9613344,"threshold_uncertainty_score":0.9999546,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02873254243104416,"score_gpt":0.2843476234658007,"score_spread":0.2556150810347566,"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."}}