{"id":"W2524301348","doi":"10.1080/00934690.2016.1234897","title":"A human-centered GIS approach to modeling mobility on southern Baffin Island, Nunavut, Canada","year":2016,"lang":"en","type":"article","venue":"Journal of Field Archaeology","topic":"Indigenous Studies and Ecology","field":"Health Professions","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba; University of Waterloo","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Watershed; Geography; Archaeology; Resource (disambiguation); Elevation (ballistics); Land cover; Land use; Ecology; Computer science; Engineering","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007122837,0.0001278932,0.0004233096,0.00009743497,0.0007285986,0.000001060037,0.0002795374,0.0001764329,0.0005156896],"category_scores_gemma":[0.000314832,0.00007679014,0.00008270897,0.0000484814,0.0000434095,0.00002311484,0.0002335067,0.0005657155,0.00003401377],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003447146,"about_ca_system_score_gemma":0.0006160936,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1942563,"about_ca_topic_score_gemma":0.96464,"domain_scores_codex":[0.9979445,0.0003048184,0.000662813,0.0001784148,0.0001547021,0.0007547499],"domain_scores_gemma":[0.9986368,0.000476181,0.0002684102,0.0002116816,0.0002554367,0.0001514694],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.003791734,0.001391169,0.4094552,0.0004902044,0.0009856735,0.0004856435,0.4246221,0.004227785,0.001550328,0.009198944,0.1332799,0.01052127],"study_design_scores_gemma":[0.04465081,0.03366519,0.08389042,0.002904491,0.0005771544,0.001121231,0.5128453,0.006418695,0.0004971886,0.04868675,0.2602352,0.004507568],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9734575,0.00004482282,0.005507671,0.01550884,0.0009647587,0.0003341416,0.00002426714,0.00000720685,0.004150846],"genre_scores_gemma":[0.9925672,0.00002224794,0.0003413663,0.005303552,0.0005379035,0.00002264355,7.088632e-7,0.00001179473,0.001192609],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7703838,"threshold_uncertainty_score":0.8111092,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05298086822205166,"score_gpt":0.3358195509826006,"score_spread":0.282838682760549,"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."}}