{"id":"W2617631349","doi":"10.12737/10424","title":"Utmost North needs a complex nature usage","year":2014,"lang":"en","type":"article","venue":"Advances in Law Studies","topic":"Arctic and Russian Policy Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Doctrine; Natural (archaeology); The arctic; General partnership; Power (physics); Arctic; Political science; Business; Engineering; Engineering ethics; Environmental planning; Geography; Law; Ecology; Oceanography","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":[0.0002795385,0.0001568335,0.0003336362,0.00005880274,0.001170269,0.00001913842,0.0002480783,0.00007143936,0.00001781347],"category_scores_gemma":[0.0004036524,0.0001227157,0.0000559584,0.000473235,0.002541123,0.0003131782,0.0001547135,0.0002350062,0.00002513717],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000601862,"about_ca_system_score_gemma":0.00001859107,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006230968,"about_ca_topic_score_gemma":0.1061574,"domain_scores_codex":[0.9987129,0.0001603743,0.0002079566,0.0002090166,0.0002603567,0.000449408],"domain_scores_gemma":[0.9990341,0.0006181132,0.00008313129,0.0001546412,0.00005070535,0.00005932995],"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":[0.00001019563,0.0000273798,0.04292679,0.00003869957,0.00004364849,0.000002937063,0.02958928,0.00001917846,8.261249e-7,0.9153341,0.003174743,0.008832207],"study_design_scores_gemma":[0.0002022066,0.00003206252,0.0094104,0.00004258889,0.00001112919,3.743512e-7,0.0171207,0.00000592963,0.00000206704,0.02426292,0.9487425,0.0001671373],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.01150087,0.05110651,0.0001436405,0.02172212,0.00102387,0.0003107211,0.00001059905,0.0001611643,0.9140205],"genre_scores_gemma":[0.9730998,0.02159416,0.0007595522,0.002263025,0.0005232419,0.00003096375,0.000001104173,0.000009447729,0.001718767],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9615989,"threshold_uncertainty_score":0.9362873,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03122251488569456,"score_gpt":0.3809320876707922,"score_spread":0.3497095727850977,"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."}}