{"id":"W7010955900","doi":"","title":"Koulutus verkkokaupan toimintoihin kosmetiikkamyymälän työntekijöille","year":2021,"lang":"fi","type":"other","venue":"Theseus (Ammattikorkeakoulujen)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Work (physics); Population; Life style; Paid work; 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","sts","research_integrity","insufficient_payload"],"category_scores_codex":[0.004236525,0.00712856,0.007539225,0.003501249,0.001474937,0.001911976,0.007765729,0.005705945,0.2553507],"category_scores_gemma":[0.002358381,0.007584823,0.004016463,0.005660899,0.002867866,0.0008733302,0.00429045,0.006412079,0.2175189],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003851748,"about_ca_system_score_gemma":0.002943205,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003864867,"about_ca_topic_score_gemma":0.003293682,"domain_scores_codex":[0.9702414,0.00462682,0.004835493,0.00730263,0.005423239,0.007570428],"domain_scores_gemma":[0.9789195,0.001741563,0.00422917,0.0104335,0.001458267,0.003217968],"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":[0.002593736,0.003804034,0.0005647251,0.003205526,0.008271555,0.00541046,0.004484979,0.0002341831,0.01455111,0.01169596,0.01912744,0.9260563],"study_design_scores_gemma":[0.004857934,0.0008870959,0.001471223,0.006311404,0.002192449,0.00103924,0.002609535,0.0008695318,0.002974181,0.001367932,0.9676071,0.007812364],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.005708513,0.03751191,0.0002822315,0.001340479,0.0079762,0.004286125,0.003264927,0.002840171,0.9367895],"genre_scores_gemma":[0.02283937,0.00373063,0.005353376,0.001049905,0.005875228,0.0007521491,0.003190036,0.01141105,0.9457983],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9484797,"threshold_uncertainty_score":0.9999723,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02836687860138581,"score_gpt":0.2749514828248488,"score_spread":0.246584604223463,"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."}}