{"id":"W7053486870","doi":"","title":"Varmuutta työelämän epävarmuuskeskustelun keskellä : toimijuutta vahvistavia käytäntöjä rakennusalalla","year":2016,"lang":"fi","type":"other","venue":"Työväentutkimus Vuosikirja","topic":"Magneto-Optical Properties and Applications","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); 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","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.0006204865,0.00260171,0.002271629,0.0007098122,0.0005863431,0.0005396795,0.002641728,0.002027548,0.1487057],"category_scores_gemma":[0.0001501532,0.002256931,0.001043227,0.0008090373,0.0007108226,0.000333688,0.0008439681,0.001886402,0.07477736],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008271299,"about_ca_system_score_gemma":0.0002900883,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003673565,"about_ca_topic_score_gemma":0.0001218822,"domain_scores_codex":[0.9906149,0.0002676596,0.002271898,0.002450522,0.001335004,0.003060009],"domain_scores_gemma":[0.9934995,0.0004935017,0.0006527421,0.003612091,0.0003097598,0.001432392],"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":[0.0001680621,0.0008619361,0.0001675004,0.002431182,0.001431311,0.0001774668,0.0004778427,0.0007903412,0.00475967,0.06040057,0.7931214,0.1352127],"study_design_scores_gemma":[0.002056255,0.0002594544,0.0002062851,0.000897951,0.0006195452,0.00006314868,0.00007196192,0.003302117,0.0003625567,0.001025024,0.9881473,0.002988428],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0005346038,0.008017799,0.009673338,0.002588106,0.003266973,0.002864969,0.001187888,0.001837206,0.9700291],"genre_scores_gemma":[0.02046593,0.005926264,0.002235537,0.0009333689,0.004529993,0.0005529376,0.0004057932,0.002274544,0.9626756],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1950259,"threshold_uncertainty_score":0.9992681,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009700668009646961,"score_gpt":0.2207116036718628,"score_spread":0.2110109356622159,"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."}}