{"id":"W3012071679","doi":"10.2218/himalaya.2019.7861","title":"American Association of Geographers Annual Meeting","year":2020,"lang":"en","type":"article","venue":"HIMALAYA","topic":"Geographic Information Systems Studies","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Association (psychology); Geography; Library science; History; Regional science; Computer science; Psychology","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":[],"consensus_categories":[],"category_scores_codex":[0.0009541979,0.0006807989,0.0003807345,0.002460671,0.001306904,0.00229954,0.0005496989,0.001285354,0.07416739],"category_scores_gemma":[0.00191203,0.0002605377,0.0002476993,0.003106364,0.0002924903,0.001243425,0.00134266,0.001015502,0.04270178],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001249645,"about_ca_system_score_gemma":0.004399802,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04129483,"about_ca_topic_score_gemma":0.09932967,"domain_scores_codex":[0.9995939,0.0000664317,0.00002449016,0.00004333513,0.0001948119,0.00007698082],"domain_scores_gemma":[0.997837,0.0001022221,0.00008671969,0.0001201867,0.001528681,0.0003251984],"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":[0.0000259183,0.00001452316,0.003403808,0.00005398253,0.000006449963,0.00004884455,0.00006046431,0.00003743235,0.0001039148,0.0004239437,0.962073,0.03374771],"study_design_scores_gemma":[0.00000388815,0.000005128601,0.01021044,0.00005088881,0.000007664794,0.00003337736,0.000170675,0.00005472245,0.00004712001,0.0001556975,0.9892575,0.000002755784],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.02275913,0.03594717,0.002988501,0.1874878,0.1040963,0.0002405409,0.03686916,0.001424048,0.6081874],"genre_scores_gemma":[0.04007221,0.02784505,0.002200502,0.004498115,0.0101668,0.000157547,0.01850144,0.0002047834,0.8963535],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.07416739,"threshold_uncertainty_score":0.2481146,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01199266283572927,"score_gpt":0.2617898588598079,"score_spread":0.2497971960240787,"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."}}