{"id":"W6982804148","doi":"","title":"Kierrätysosat autokorikorjaamotoiminnassa","year":2024,"lang":"fi","type":"other","venue":"Theseus (Ammattikorkeakoulujen)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"World class; Set (abstract data type); 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","scholarly_communication","open_science","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"category_scores_codex":[0.004341101,0.006802263,0.005616464,0.004856613,0.0006709572,0.002520875,0.006786256,0.005540048,0.1170841],"category_scores_gemma":[0.0009780562,0.00663651,0.003463939,0.005244209,0.002725481,0.0009612274,0.003459856,0.007119666,0.8864946],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003369943,"about_ca_system_score_gemma":0.001721343,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001152189,"about_ca_topic_score_gemma":0.000718949,"domain_scores_codex":[0.9754742,0.002194224,0.004101252,0.006842351,0.004776138,0.006611823],"domain_scores_gemma":[0.9850557,0.0008413229,0.002636337,0.008248108,0.0006511167,0.002567341],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001087135,0.001763499,0.00007065548,0.006619047,0.009159248,0.005741832,0.004376188,0.00007187039,0.005709422,0.04247538,0.1465524,0.7763733],"study_design_scores_gemma":[0.002155659,0.0005511215,0.0002059624,0.008048301,0.003805698,0.0008519071,0.0007659625,0.001141904,0.0009090806,0.01261654,0.9621901,0.006757765],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0005234965,0.03177464,0.0001637728,0.00212572,0.01384356,0.004883526,0.004814257,0.00832274,0.9335483],"genre_scores_gemma":[0.008977177,0.001527717,0.001860704,0.0007628441,0.008521889,0.0009233488,0.0009078022,0.02132737,0.9551911],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8156377,"threshold_uncertainty_score":0.9999886,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02710442886465204,"score_gpt":0.2792956664846072,"score_spread":0.2521912376199552,"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."}}