{"id":"W2902067238","doi":"","title":"Kanadan imago matkailumaana","year":2018,"lang":"fi","type":"article","venue":"Theseus (Ammattikorkeakoulujen)","topic":"Research in Social Sciences","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Imago; Biology","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","insufficient_payload"],"consensus_categories":["sts","insufficient_payload"],"category_scores_codex":[0.007067954,0.0007623699,0.0008985272,0.0003708893,0.004788626,0.001488711,0.004600528,0.0006675913,0.01731513],"category_scores_gemma":[0.001964395,0.0007198176,0.0005014523,0.00361734,0.01161666,0.001743206,0.0009775581,0.0009594893,0.01578612],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001001397,"about_ca_system_score_gemma":0.001933932,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.0383021,"about_ca_topic_score_gemma":0.02615452,"domain_scores_codex":[0.9876651,0.002117562,0.001072322,0.001485051,0.004078714,0.003581254],"domain_scores_gemma":[0.9944217,0.001001146,0.0005835871,0.001339413,0.0009973799,0.001656786],"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":[0.0001338286,0.0002603738,0.001366034,0.00006218041,0.0001746385,0.00008908859,0.03607929,0.000001729211,0.0008734258,0.0670497,0.003039474,0.8908702],"study_design_scores_gemma":[0.0004104878,0.0004297331,0.003061425,0.00015193,0.00006724859,0.000009574978,0.01809411,0.0002621484,0.0009233465,0.02147264,0.9542204,0.000896921],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.06746991,0.0009129823,0.0001372104,0.01805917,0.003701719,0.001028696,0.00007512719,0.0004193553,0.9081959],"genre_scores_gemma":[0.5366214,0.0006042972,0.0006101805,0.0006189575,0.004210648,0.00004438951,0.000005824363,0.00007308165,0.4572112],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9511809,"threshold_uncertainty_score":0.9995478,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05221280429189933,"score_gpt":0.3605408439730428,"score_spread":0.3083280396811434,"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."}}