{"id":"W4252018564","doi":"10.18733/c3s59b","title":"Aurora Borealis","year":2015,"lang":"en","type":"article","venue":"Cultural and Pedagogical Inquiry","topic":"Art, Technology, and Culture","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Geography; Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007581795,0.0001496588,0.000165542,0.00001846886,0.000256771,0.0001490252,0.000129637,0.0001128213,0.0005872563],"category_scores_gemma":[0.00004404735,0.00008203422,0.00005350349,0.0000182896,0.000831184,0.0002534271,0.00007846816,0.0001863761,0.0001054062],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001155127,"about_ca_system_score_gemma":0.000009752753,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000264737,"about_ca_topic_score_gemma":0.00053121,"domain_scores_codex":[0.9992788,0.00002639643,0.000140924,0.0002068307,0.0001271938,0.0002198421],"domain_scores_gemma":[0.9995376,0.0000104553,0.00003733969,0.0001136769,0.0001283044,0.0001726269],"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":[0.00002335493,0.0000431742,0.000151229,0.000008887858,0.00001919119,0.00001710157,0.1239051,3.699782e-7,0.00005199941,0.3355259,0.5357686,0.004485101],"study_design_scores_gemma":[0.0002280739,0.0001262526,0.0001759245,0.000007040067,0.00001708898,0.00001943205,0.08679851,0.00000646907,0.00002441189,0.007482106,0.9049517,0.0001629876],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6979277,0.00405637,0.00001436168,0.006443558,0.001176225,0.0002079,0.0001070632,0.000622759,0.2894441],"genre_scores_gemma":[0.9568555,0.0001752338,0.00006064125,0.001562582,0.00245999,0.00001783523,0.0001739278,0.00001035379,0.03868389],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3691831,"threshold_uncertainty_score":0.6430044,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.6629464663490565,"score_gpt":0.4250685713937812,"score_spread":0.2378778949552753,"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."}}