{"id":"W2106451632","doi":"10.14430/arctic437","title":"Northern Exposures: Photographing and Filming the Canadian North, 1920–45, by Peter Geller","year":2010,"lang":"en","type":"article","venue":"ARCTIC","topic":"Historical Studies and Socio-cultural Analysis","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Archaeology; Geography; Physical geography","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00006916113,0.0001072588,0.0001199092,0.00002873239,0.004430793,0.0001791637,0.0001173249,0.00002978946,0.0005852876],"category_scores_gemma":[0.0000316128,0.00006090992,0.00007693419,0.00004298356,0.0002547301,0.00007680929,0.00002641472,0.0002424204,0.00003896288],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001232935,"about_ca_system_score_gemma":0.00001352964,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5566369,"about_ca_topic_score_gemma":0.9972278,"domain_scores_codex":[0.9993623,0.00001825725,0.0001169265,0.0001481,0.0001188227,0.0002356236],"domain_scores_gemma":[0.999581,0.00006005301,0.00003645094,0.0001197837,0.00008116523,0.0001215588],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001090594,0.00008672922,0.174186,0.00004848712,0.0006780376,0.00002640409,0.7761504,0.000003579999,0.0006096152,0.006419779,0.03239815,0.009381928],"study_design_scores_gemma":[0.00009505446,0.00002153068,0.002622274,0.000004678125,0.00006507128,0.000001633478,0.002647469,0.00001754275,0.000003530706,0.0004031179,0.9939585,0.0001595393],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9857067,0.000339155,2.519527e-7,0.01045709,0.0002473987,0.00007089524,0.00001272102,0.0000172271,0.003148504],"genre_scores_gemma":[0.9935722,0.00008715785,0.000006568453,0.0009736334,0.0002353958,0.00001318954,0.000009582599,0.000009139423,0.00509316],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9615604,"threshold_uncertainty_score":0.9968653,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01019275277001982,"score_gpt":0.1738439581104006,"score_spread":0.1636512053403808,"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."}}