{"id":"W2908686248","doi":"10.1145/3308774.3308788","title":"Autumn School for Information Retrieval and Foraging 2018","year":2019,"lang":"en","type":"article","venue":"ACM SIGIR Forum","topic":"Geographic Information Systems Studies","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Foraging; Computer science; Work (physics); Library science; Information retrieval; World Wide Web; Ecology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.004359467,0.001862524,0.002095405,0.003118403,0.003121422,0.009815918,0.002254236,0.003653183,0.4340312],"category_scores_gemma":[0.007250316,0.0005775344,0.0009842085,0.002256478,0.001260539,0.006626175,0.006280955,0.004592455,0.2766059],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003606434,"about_ca_system_score_gemma":0.004144324,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001720611,"about_ca_topic_score_gemma":0.003466402,"domain_scores_codex":[0.997617,0.0002943862,0.0001867929,0.0005757029,0.00102139,0.0003046908],"domain_scores_gemma":[0.9943024,0.0005554347,0.0002287697,0.0007631356,0.001658522,0.002491815],"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":[0.00008587659,0.0001003515,0.0001849967,0.0001899861,0.000006520029,0.0000476348,0.0001492459,0.0000721355,0.000481952,0.01434307,0.8834891,0.1008491],"study_design_scores_gemma":[0.000008057662,0.00003239524,0.0003903747,0.000139032,0.000002454794,0.00003755344,0.00005218142,0.00008209979,0.0001177712,0.003783131,0.9953489,0.000006088052],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003425665,0.04517677,0.01528959,0.07509585,0.0761937,0.0004640765,0.005405284,0.005422061,0.773527],"genre_scores_gemma":[0.007544813,0.008966347,0.003877003,0.00225471,0.0135669,0.0002468219,0.002645727,0.001347671,0.95955],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4340312,"threshold_uncertainty_score":0.8072858,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0131197026370843,"score_gpt":0.2768595347667703,"score_spread":0.263739832129686,"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."}}