{"id":"W7006899586","doi":"","title":"Yritysvastuun hyödyntäminen Suomen majoitusmarkkinoilla","year":2012,"lang":"fi","type":"other","venue":"Theseus (Ammattikorkeakoulujen)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hotel Dieu Hospital","funders":"","keywords":"Population","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","scholarly_communication","open_science","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"category_scores_codex":[0.005607009,0.006581312,0.006194557,0.0037932,0.001109007,0.001175881,0.007129048,0.005018739,0.1595254],"category_scores_gemma":[0.0008472447,0.00666972,0.002651554,0.003602117,0.002577401,0.001508326,0.003571099,0.004798369,0.571002],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002939568,"about_ca_system_score_gemma":0.00105252,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00231686,"about_ca_topic_score_gemma":0.0008571541,"domain_scores_codex":[0.9742966,0.003302331,0.003994578,0.004690401,0.004598292,0.009117825],"domain_scores_gemma":[0.9812245,0.00145313,0.004284556,0.008450836,0.000779481,0.003807533],"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":[0.00207207,0.005753473,0.003881596,0.003038364,0.007917403,0.0009403666,0.003894767,0.00003800441,0.007437643,0.01611018,0.02529584,0.9236203],"study_design_scores_gemma":[0.004895627,0.0004157793,0.003260745,0.002301015,0.00263466,0.0006967147,0.0006875345,0.0001669984,0.0009613652,0.001632673,0.9752261,0.007120779],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003864343,0.0186703,0.0001236763,0.0008793481,0.005404426,0.004924623,0.0038265,0.003303125,0.9590036],"genre_scores_gemma":[0.04337684,0.001627591,0.002238957,0.0006210302,0.01029032,0.0007814073,0.00146498,0.01196557,0.9276333],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9499303,"threshold_uncertainty_score":0.999861,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02326714066744545,"score_gpt":0.2585305140536788,"score_spread":0.2352633733862334,"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."}}