{"id":"W7100042676","doi":"","title":"1 A Forum for Natural, Cultural and Social Studies A Forum for Natural, Cultural and Social Studies","year":2014,"lang":"en","type":"article","venue":"","topic":"Aquatic and Environmental Studies","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Arctic; Social studies; Climate change; The arctic; Global warming; Cultural studies","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0247992,0.002579935,0.002129987,0.003631845,0.01040785,0.02280847,0.003127901,0.02016849,0.3003644],"category_scores_gemma":[0.04032196,0.0008762739,0.001171289,0.003225327,0.005369934,0.01903278,0.02279387,0.0146709,0.1100554],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003135164,"about_ca_system_score_gemma":0.01092802,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001009277,"about_ca_topic_score_gemma":0.001662338,"domain_scores_codex":[0.9869113,0.007198384,0.0007208847,0.0009395499,0.002477119,0.001752769],"domain_scores_gemma":[0.9432757,0.02059927,0.002489863,0.004201417,0.006835702,0.02259803],"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":[0.00002717161,0.0001191925,0.0001707991,0.0002790675,0.000002988089,0.000129328,0.0008972707,0.00002675319,0.0003732068,0.01356639,0.9629566,0.02145125],"study_design_scores_gemma":[0.000007376399,0.00001008048,0.0001778823,0.0001920589,8.194303e-7,0.00003237689,0.0005808845,0.0000250902,0.00001370847,0.001667691,0.9972835,0.000008597508],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.002311988,0.01624644,0.00555952,0.3725825,0.2723135,0.001992907,0.003355511,0.001215896,0.3244217],"genre_scores_gemma":[0.02366814,0.008444276,0.008830905,0.05915955,0.1094961,0.004659709,0.003696647,0.001439681,0.780605],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.6996356,"threshold_uncertainty_score":0.9979452,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05579823076615897,"score_gpt":0.2955136212168449,"score_spread":0.2397153904506859,"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."}}