{"id":"W3188048876","doi":"10.1145/3343413","title":"Proceedings of the 2020 Conference on Human Information Interaction and Retrieval","year":2020,"lang":"en","type":"paratext","venue":"","topic":"Geographic Information Systems Studies","field":"Social Sciences","cited_by":52,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Presentation (obstetrics); Conversation; Library science; Computer science; Media studies; World Wide Web; Sociology; Medicine","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":[0.005738307,0.002142755,0.002867799,0.002491537,0.00200181,0.01164916,0.002849377,0.004733962,0.2291491],"category_scores_gemma":[0.00969531,0.0005919326,0.001277786,0.002431345,0.002011496,0.008765103,0.004468395,0.004043875,0.1999026],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00213485,"about_ca_system_score_gemma":0.004497195,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00635141,"about_ca_topic_score_gemma":0.007493379,"domain_scores_codex":[0.9942256,0.002007463,0.0004230101,0.0007869385,0.002064673,0.000492469],"domain_scores_gemma":[0.9915907,0.00255542,0.0002848077,0.0008420947,0.00308115,0.001645775],"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":[0.0001400312,0.0001043819,0.0003955709,0.0006230822,0.00005038413,0.000101321,0.0001570675,0.00008438832,0.001375253,0.002661223,0.8392076,0.1550997],"study_design_scores_gemma":[0.00001364595,0.00005915244,0.0007883642,0.0002616712,0.00002097139,0.0001676746,0.0002034903,0.0006106917,0.0002856081,0.0017794,0.9957831,0.00002631365],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.009155088,0.1770968,0.08218907,0.05351255,0.1535078,0.002463559,0.01302279,0.01277287,0.4962795],"genre_scores_gemma":[0.02325848,0.06360788,0.03776572,0.01495395,0.01869195,0.001918394,0.033627,0.001764239,0.8044124],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2291491,"threshold_uncertainty_score":0.76658,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04900999752852239,"score_gpt":0.3293766990995312,"score_spread":0.2803667015710088,"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."}}