{"id":"W7026691635","doi":"","title":"Asiakaslähtöisyys päivittäistavarakaupan liiketoiminnan kehittämisessä","year":2022,"lang":"fi","type":"other","venue":"Theseus (Ammattikorkeakoulujen)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Context (archaeology); Quarter (Canadian coin); Paid work","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":[0.005781887,0.007338743,0.00680807,0.004796306,0.00296141,0.001873638,0.01184199,0.003611443,0.5076057],"category_scores_gemma":[0.001506967,0.008142795,0.003586876,0.006249928,0.003000557,0.001346951,0.006456677,0.008464417,0.2601371],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006194568,"about_ca_system_score_gemma":0.002779896,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001976012,"about_ca_topic_score_gemma":0.001245611,"domain_scores_codex":[0.9664316,0.006084915,0.004806511,0.007433192,0.007244742,0.007999074],"domain_scores_gemma":[0.9773653,0.001717866,0.005794963,0.01132421,0.0006833139,0.003114351],"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":[0.003240093,0.005595084,0.001374082,0.002619882,0.00712822,0.004871457,0.007231544,0.0003893595,0.003688119,0.01610617,0.0603661,0.8873899],"study_design_scores_gemma":[0.0049247,0.001162345,0.001743397,0.001346573,0.002450631,0.00101617,0.003912959,0.0003794335,0.0004245001,0.001959524,0.972236,0.008443763],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00347893,0.01036032,0.0001374891,0.001430765,0.006173681,0.006369236,0.009129521,0.00529439,0.9576257],"genre_scores_gemma":[0.02255612,0.001505161,0.001633089,0.001312627,0.004905373,0.001918948,0.004060036,0.01611591,0.9459928],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9118699,"threshold_uncertainty_score":0.9997127,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02611498411423886,"score_gpt":0.2672870886049076,"score_spread":0.2411721044906687,"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."}}