{"id":"W4213249784","doi":"10.3138/carto.44.2.121","title":"Technical Notes and Ephemera","year":2009,"lang":"en","type":"article","venue":"Cartographica The International Journal for Geographic Information and Geovisualization","topic":"Geographic Information Systems Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Northern British Columbia","funders":"","keywords":"Ephemera; Computer science; Art; Art history","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.004249001,0.001220055,0.0007201147,0.00333497,0.002252027,0.005745769,0.00199149,0.001698811,0.04469126],"category_scores_gemma":[0.02051232,0.001006621,0.0008985658,0.006194149,0.001412441,0.01095504,0.003982834,0.003910601,0.03946643],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001098611,"about_ca_system_score_gemma":0.002015419,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004791461,"about_ca_topic_score_gemma":0.002915417,"domain_scores_codex":[0.9951047,0.001063741,0.0006988962,0.0007646109,0.002055832,0.0003123006],"domain_scores_gemma":[0.990777,0.002408541,0.000657413,0.002587596,0.003301495,0.0002678669],"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":[0.00009380909,0.00002663425,0.0009891196,0.0002220876,0.00002152457,0.0001862262,0.0005450904,0.001000791,0.0007826969,0.2420617,0.4489992,0.3050711],"study_design_scores_gemma":[0.00001287575,0.00001688001,0.0005599415,0.0001810642,0.00001583851,0.0004636065,0.0001936372,0.001660272,0.001397443,0.08714236,0.9083198,0.00003625969],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"methods","genre_gemma":"other","genre_scores_codex":[0.004239758,0.01605785,0.6814523,0.02423439,0.01893686,0.0002584305,0.01072508,0.007896236,0.2361991],"genre_scores_gemma":[0.1103079,0.034632,0.4502953,0.008715513,0.01809754,0.001116625,0.02589708,0.007371096,0.3435667],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9553087,"threshold_uncertainty_score":0.1495072,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01590962490541026,"score_gpt":0.3283981941833954,"score_spread":0.3124885692779852,"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."}}