{"id":"W6982834809","doi":"","title":"Kemia ja oppiainerajat ylittävä opetus Suomen lukioiden paikallisissa opetussuunnitelmissa 2021","year":2022,"lang":"fi","type":"other","venue":"UTUPub (University of Turku)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Value (mathematics); 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","sts","open_science","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"category_scores_codex":[0.002318877,0.002669019,0.004000116,0.003961445,0.001881235,0.000340425,0.007618562,0.002084872,0.610066],"category_scores_gemma":[0.0003789274,0.003690223,0.00219427,0.00446193,0.0018991,0.001384337,0.007023734,0.003438256,0.03794278],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004706911,"about_ca_system_score_gemma":0.001765582,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01479963,"about_ca_topic_score_gemma":0.004307488,"domain_scores_codex":[0.985955,0.002226229,0.001226444,0.003803048,0.003841705,0.002947554],"domain_scores_gemma":[0.9890519,0.0006273848,0.002988241,0.004692066,0.000840415,0.001799929],"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":[0.001528631,0.001471261,0.005028549,0.001096936,0.00504637,0.004508375,0.008595661,0.001072134,0.002103352,0.002522078,0.9485437,0.01848301],"study_design_scores_gemma":[0.005729241,0.0005557438,0.002298441,0.0006995633,0.002044328,0.0001343898,0.02359868,0.001152136,0.00006129067,0.00007783539,0.96024,0.003408341],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.03142501,0.009190462,0.00007397011,0.001719103,0.002339225,0.00338696,0.01084574,0.0006954633,0.9403241],"genre_scores_gemma":[0.01136067,0.004838878,0.002508665,0.0002586212,0.001139505,0.000008093408,0.004618445,0.002072172,0.973195],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5721232,"threshold_uncertainty_score":0.9994182,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01051181349052862,"score_gpt":0.1929183691796254,"score_spread":0.1824065556890968,"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."}}