{"id":"W2621070931","doi":"","title":"The changing Barents Region: challenges and opportunities for researchers","year":2010,"lang":"en","type":"article","venue":"LaCRIS (University of Lapland)","topic":"Research in Social Sciences","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Institute on Governance","funders":"","keywords":"Business","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002552087,0.0003950559,0.000770577,0.0007824189,0.007316906,0.009154105,0.001888145,0.003182998,0.01221395],"category_scores_gemma":[0.004332896,0.0002318438,0.0004728254,0.002044281,0.003964277,0.00660843,0.005106062,0.002598233,0.0008540485],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0037714,"about_ca_system_score_gemma":0.02346146,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.08082999,"about_ca_topic_score_gemma":0.1121957,"domain_scores_codex":[0.9982899,0.0005470653,0.00004691078,0.0001453761,0.0001593748,0.0008113778],"domain_scores_gemma":[0.9966888,0.001022933,0.0002989067,0.0001216294,0.0003582036,0.001509473],"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":[0.001490483,0.000838315,0.08495899,0.005457572,0.0002579857,0.02192659,0.2578328,0.001743325,0.01174917,0.1107217,0.1247318,0.3782914],"study_design_scores_gemma":[0.00004175309,0.0001818051,0.05144523,0.0008243195,0.00005064542,0.001172514,0.6720008,0.0003496097,0.0007281101,0.01767272,0.2554515,0.00008105025],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"commentary","genre_scores_codex":[0.5177684,0.02807172,0.001713548,0.3696549,0.005994682,0.0001455168,0.001206363,0.00008360243,0.07536127],"genre_scores_gemma":[0.9394995,0.0226028,0.003198205,0.01314487,0.001225116,0.0001584884,0.0005084633,0.00005244958,0.01961016],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.08082999,"threshold_uncertainty_score":0.160719,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2638159960182163,"score_gpt":0.3594022001637201,"score_spread":0.09558620414550384,"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."}}