{"id":"W2146820809","doi":"10.1080/1088937x.2010.493308","title":"A review of the International Northern Sea Route Program (INSROP) – 10 years on","year":2010,"lang":"en","type":"review","venue":"Polar Geography","topic":"Arctic and Russian Policy Studies","field":"Social Sciences","cited_by":28,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Ministry of Education, India; Ministry of Earth Sciences","keywords":"Oceanography; Geography; Geology","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":[0.000613726,0.0002317152,0.0007199346,0.0001469877,0.0003118944,0.00003538428,0.001089693,0.0002099921,0.000177255],"category_scores_gemma":[0.0003251988,0.0001403311,0.001263305,0.0006677309,0.0006375121,0.00004002064,0.0001867737,0.0005213121,0.0001091719],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004488527,"about_ca_system_score_gemma":0.0003247324,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003006746,"about_ca_topic_score_gemma":0.003352116,"domain_scores_codex":[0.9981838,0.0002713783,0.0003954128,0.0002623435,0.0005907993,0.0002962973],"domain_scores_gemma":[0.9987936,0.0001092357,0.0004889417,0.0004150833,0.0001097679,0.00008339169],"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":[7.90964e-7,0.0000647668,0.001401011,0.004402762,0.0002074304,7.890355e-7,0.000251642,2.335664e-9,2.484153e-9,0.0009517109,0.007681542,0.9850376],"study_design_scores_gemma":[0.00003236063,0.00002070593,0.0007274464,0.02353693,0.0003030862,0.000001023217,0.00002359294,2.608079e-8,1.256862e-8,0.00009783781,0.97511,0.0001469742],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000003031053,0.9503692,1.600939e-7,0.002041595,0.0006506757,0.001037903,0.0001822316,0.00004858134,0.04566661],"genre_scores_gemma":[0.00001490611,0.9978525,0.0000788142,0.000580173,0.0005231319,0.0001206487,0.00002777953,0.00002363658,0.0007784346],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9848906,"threshold_uncertainty_score":0.5722538,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0332793479532107,"score_gpt":0.3656769643362383,"score_spread":0.3323976163830276,"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."}}