{"id":"W4220894620","doi":"10.14430/arctic74717","title":"Interregional Differences in Agricultural Development across Circumpolar Canada","year":2022,"lang":"en","type":"article","venue":"ARCTIC","topic":"Indigenous Studies and Ecology","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Circumpolar star; Agriculture; Geography; Sustainability; Politics; Environmental protection; Political science; Ecology; Oceanography","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0002504333,0.00007283159,0.0001440084,0.00001741077,0.004127712,0.000002011782,0.0001405739,0.00002450126,0.0007771436],"category_scores_gemma":[0.00003483768,0.00005736394,0.00001455005,0.0001069374,0.00001708989,0.00001877955,0.0004214505,0.0004270546,0.00002990547],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001894516,"about_ca_system_score_gemma":0.001045713,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8503403,"about_ca_topic_score_gemma":0.9973135,"domain_scores_codex":[0.9985892,0.00016315,0.0002391027,0.0001406132,0.0001503658,0.0007175269],"domain_scores_gemma":[0.9996301,0.0001595809,0.00006615934,0.00006359541,0.00004050556,0.00004006803],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000009435337,0.00003268895,0.8955147,0.00002985952,0.0000206212,0.00001973269,0.102254,0.000007576707,0.000005958659,0.0001851964,0.001761295,0.0001589428],"study_design_scores_gemma":[0.0001944172,0.00002290972,0.8269337,0.000009408124,0.000001256686,0.000004730087,0.1471825,0.000003735121,5.916482e-7,0.00003573893,0.02553982,0.00007114178],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9953793,0.00009462773,6.760042e-7,0.002108509,0.001176222,0.0002538212,0.00001192734,0.00001055007,0.0009643825],"genre_scores_gemma":[0.9968278,0.000004234051,0.00001633951,0.001674184,0.00005700408,0.0003129313,0.00002179273,0.000004571089,0.001081169],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1469731,"threshold_uncertainty_score":0.9971688,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04638783285418325,"score_gpt":0.3292503741884778,"score_spread":0.2828625413342946,"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."}}