{"id":"W7052812634","doi":"","title":"Suomen matkailullinen maabrändi italialaisissa matkablogeissa: visuaalisen aineiston analyysi maabrändi-identiteetin ja maabrändi-imagon kohtaavuudesta","year":2025,"lang":"fi","type":"other","venue":"Lauda (University of Lapland)","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Primary care; Population; Government (linguistics)","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","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.0008299291,0.001328178,0.00217807,0.001740534,0.0006985808,0.0003119985,0.002618193,0.0008455126,0.6123485],"category_scores_gemma":[0.00004222003,0.001634416,0.001087236,0.001497088,0.0007262185,0.0001678976,0.001884637,0.001175635,0.003311723],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000177206,"about_ca_system_score_gemma":0.0007909099,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05483627,"about_ca_topic_score_gemma":0.006273706,"domain_scores_codex":[0.9934145,0.0005451386,0.001012086,0.001875357,0.001563267,0.001589602],"domain_scores_gemma":[0.9951644,0.0003515677,0.001318061,0.001922605,0.0005740018,0.0006693823],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001604322,0.002457166,0.06152601,0.003645142,0.004216156,0.000907922,0.00136229,0.00005123662,0.002581883,0.01905,0.8252046,0.07739325],"study_design_scores_gemma":[0.004145136,0.0003778349,0.01266026,0.001246714,0.001107967,0.000005823931,0.004114225,0.0008778927,0.0001345271,0.0003089316,0.9736004,0.001420269],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.02434242,0.0008044963,0.001667546,0.004386785,0.000782281,0.002290666,0.004548197,0.0001797349,0.9609979],"genre_scores_gemma":[0.03110828,0.0008710449,0.001285914,0.00009435412,0.0005659636,0.000008297269,0.003154693,0.000204394,0.962707],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6090368,"threshold_uncertainty_score":0.999947,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007683736741657224,"score_gpt":0.225268471213656,"score_spread":0.2175847344719987,"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."}}