{"id":"W4391615933","doi":"10.32920/25164281.v1","title":"The Polaroid Preservation Project","year":2024,"lang":"en","type":"preprint","venue":"","topic":"Polar Research and Ecology","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Instant; Photography; Visual arts; Art; Art history; Physics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003592942,0.0008378736,0.0004240436,0.002131072,0.002594958,0.007125314,0.001335553,0.0008902598,0.2562618],"category_scores_gemma":[0.005204692,0.0004762959,0.0003294308,0.003081119,0.001257762,0.004653994,0.006065767,0.001475557,0.1803219],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001720762,"about_ca_system_score_gemma":0.00499902,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0113389,"about_ca_topic_score_gemma":0.009412176,"domain_scores_codex":[0.997739,0.0005599324,0.00008957492,0.0004011963,0.0009529588,0.000257389],"domain_scores_gemma":[0.9963612,0.0003357484,0.000143421,0.0009655593,0.001410319,0.0007837696],"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":[0.0001904516,0.00003314334,0.0007036895,0.0001711697,0.000005655026,0.00009308205,0.0007224299,0.0000982002,0.0009475175,0.03047289,0.8224725,0.1440893],"study_design_scores_gemma":[0.000005486798,0.000004774206,0.0002567163,0.00004376904,9.113921e-7,0.00002969251,0.0001715801,0.00003218248,0.0001921717,0.001065202,0.9981946,0.000002868579],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.004747915,0.002988285,0.01905965,0.005854235,0.002361466,0.0005109426,0.03701013,0.006738138,0.9207293],"genre_scores_gemma":[0.02775963,0.005830456,0.02582582,0.001450031,0.0006117413,0.0007615564,0.08427491,0.008619868,0.844866],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2562618,"threshold_uncertainty_score":0.857281,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02828288112621256,"score_gpt":0.3111735816453725,"score_spread":0.2828907005191599,"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."}}