{"id":"W2332605846","doi":"10.17059/2014-2-9","title":"Comparative estimates of Kamchatka territory development in the context of northern territories of foreign countries","year":2014,"lang":"en","type":"article","venue":"Economy of Regions","topic":"Arctic and Russian Policy Studies","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Geography; Context (archaeology); Regional science; Economic geography; Archaeology","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":[],"consensus_categories":[],"category_scores_codex":[0.0003670406,0.00007328094,0.0003504806,0.00005677342,0.0001482902,0.00000377467,0.0002196964,0.00003662353,0.000008349203],"category_scores_gemma":[0.00006620726,0.00005288129,0.00005150297,0.00006282541,0.001723992,0.00007788002,0.00002951748,0.00004058083,0.00000103823],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002924375,"about_ca_system_score_gemma":0.000182162,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00633953,"about_ca_topic_score_gemma":0.03658956,"domain_scores_codex":[0.9992656,0.00008393938,0.0003489169,0.00007908639,0.0001013997,0.0001210205],"domain_scores_gemma":[0.9989266,0.0005189781,0.0003320755,0.0001126512,0.00008952049,0.00002015603],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001581977,0.00006849036,0.2100067,0.00007200885,0.00008310032,1.187094e-7,0.3118145,0.000004711522,0.000003662015,0.4754986,0.00200027,0.0004319727],"study_design_scores_gemma":[0.0006235614,0.0001949104,0.1144695,0.000271825,0.0000462442,7.843717e-7,0.3946826,0.00002561117,0.004712735,0.05500928,0.4297415,0.0002213876],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7181208,0.0009046285,0.0005610132,0.01086555,0.000154313,0.0006613267,0.00004378121,0.00001591041,0.2686727],"genre_scores_gemma":[0.9992658,0.00002846075,0.0005162061,0.00004881923,0.00004952856,0.00001631979,0.000001923283,0.000002585592,0.00007033659],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4277413,"threshold_uncertainty_score":0.9809902,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03461733077464352,"score_gpt":0.296370547812301,"score_spread":0.2617532170376575,"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."}}