{"id":"W4386021940","doi":"10.14430/arctic77740","title":"Ice in Motion: Panoramic Perspectives and Moving Pictures","year":2023,"lang":"en","type":"article","venue":"ARCTIC","topic":"Polar Research and Ecology","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Panorama; The Imaginary; Spectacle; Arctic; Materiality (auditing); Glacier; Aesthetics; Visual arts; Geology; Geography; Art; Physical geography; Psychology; Oceanography; Political science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001391725,0.00003573647,0.0000423682,0.00003884592,0.00005704388,0.00001310716,0.00006035497,0.00001992086,0.0006732616],"category_scores_gemma":[0.0001286125,0.00003241996,0.000008739438,0.0001954636,0.00009704935,0.00009578528,0.0001260011,0.00008119385,0.0006789691],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007706526,"about_ca_system_score_gemma":0.000002931045,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001375693,"about_ca_topic_score_gemma":0.002534212,"domain_scores_codex":[0.9995078,0.00003579466,0.00004135278,0.0001380565,0.00007400628,0.0002029355],"domain_scores_gemma":[0.9998249,0.00005449982,0.0000073151,0.00006787843,0.000001304594,0.00004406913],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00000866443,0.00002360467,0.9880149,0.000007660562,0.000003429893,0.00003617176,0.002274057,0.000359947,0.003746573,0.0001868687,0.0002202778,0.005117798],"study_design_scores_gemma":[0.00009513649,0.00002363987,0.9947536,0.000002431349,7.439658e-7,0.00000572639,0.0007189544,0.001492611,0.00004409247,0.002524904,0.0003017213,0.00003644653],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9969724,0.00006511972,0.000006263509,0.0008449659,0.00001968754,0.00005598639,5.897094e-7,0.00002332183,0.002011636],"genre_scores_gemma":[0.9993091,0.00007286451,0.00004295976,0.00006942202,0.0000119122,0.000005482837,9.910354e-7,0.000003469822,0.0004838494],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006738646,"threshold_uncertainty_score":0.8727001,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01117853573263925,"score_gpt":0.2551669245371516,"score_spread":0.2439883888045123,"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."}}