{"id":"W7039580185","doi":"","title":"Mereiset avainluontotyypit ympäristöluvituksessa","year":2022,"lang":"fi","type":"other","venue":"Työväentutkimus Vuosikirja","topic":"Diverse multidisciplinary academic research","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Confusion; Population","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","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"category_scores_codex":[0.004869936,0.001632566,0.001938224,0.001272466,0.003729323,0.000594389,0.006011001,0.001864998,0.6218972],"category_scores_gemma":[0.0007846637,0.001796499,0.001119283,0.00263373,0.002741714,0.0006781295,0.004092581,0.004569037,0.04095023],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003138634,"about_ca_system_score_gemma":0.001929116,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006794042,"about_ca_topic_score_gemma":0.001199244,"domain_scores_codex":[0.9828822,0.003393216,0.001547908,0.002965238,0.005682189,0.003529258],"domain_scores_gemma":[0.9936535,0.0009322923,0.001297995,0.002323529,0.0002667362,0.00152596],"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":[0.0001976144,0.0007725765,0.002908454,0.00032129,0.0006624633,0.0005574804,0.01274462,0.00008275675,0.00004656276,0.02204528,0.9383552,0.02130567],"study_design_scores_gemma":[0.00157915,0.000311583,0.0005405371,0.0002052127,0.000333905,0.00001861366,0.01524539,0.0001295646,0.00001070404,0.0009066241,0.9788037,0.001915022],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001500874,0.006033283,0.00002243542,0.006940453,0.004544656,0.003233431,0.001316489,0.0006814697,0.9757269],"genre_scores_gemma":[0.006067893,0.01782534,0.0002627517,0.0009385491,0.003668988,0.0005028242,0.0007223103,0.000939178,0.9690722],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5809469,"threshold_uncertainty_score":0.9999722,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05355821073467052,"score_gpt":0.3609636292445619,"score_spread":0.3074054185098913,"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."}}