{"id":"W2121790816","doi":"10.29173/cons10499","title":"Publishing on Ice","year":2011,"lang":"en","type":"article","venue":"Constellations","topic":"Travel Writing and Literature","field":"Arts and Humanities","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Newspaper; Situated; Publishing; Focus (optics); History; The arctic; Arctic; Media studies; Value (mathematics); Advertising; Sociology; Art; Computer science; Literature; Geology; Oceanography; Artificial intelligence; Optics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004985856,0.0008351667,0.0007252501,0.002443791,0.002114252,0.007924098,0.0006787462,0.001108036,0.7371617],"category_scores_gemma":[0.001896175,0.0002668987,0.0004322747,0.003499822,0.0009374731,0.002382702,0.002360122,0.00142554,0.5736579],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001427919,"about_ca_system_score_gemma":0.002164522,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005875818,"about_ca_topic_score_gemma":0.01449648,"domain_scores_codex":[0.9994527,0.00004836706,0.00003655251,0.0001116427,0.0002789444,0.00007181738],"domain_scores_gemma":[0.9989579,0.0001213098,0.0000756333,0.0002078164,0.0004019397,0.0002354612],"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":[0.00004635378,0.00002247235,0.0002995796,0.0002319365,0.000005697919,0.0001649936,0.0001743092,0.00006936675,0.0005339617,0.01175081,0.869943,0.1167574],"study_design_scores_gemma":[0.000001362863,0.000002504972,0.0001928913,0.00004754425,4.669412e-7,0.00002664896,0.00005440967,0.000005461759,0.00003855737,0.0002665881,0.9993624,0.000001099669],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00062534,0.003887397,0.0001708243,0.001615079,0.005737999,0.00003016755,0.002062168,0.0002592821,0.9856119],"genre_scores_gemma":[0.00154891,0.002395598,0.0001589729,0.0003399581,0.0006555565,0.000009559445,0.001054481,0.0001858004,0.9936513],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7371617,"threshold_uncertainty_score":0.3749069,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1084841562872185,"score_gpt":0.2159764345274748,"score_spread":0.1074922782402562,"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."}}