{"id":"W2046073123","doi":"10.3138/m4m1-r663-32v2-w151","title":"Towards a Theory of Interpretation: Cartographic Semiosis","year":2005,"lang":"en","type":"article","venue":"Cartographica The International Journal for Geographic Information and Geovisualization","topic":"Geographic Information Systems Studies","field":"Social Sciences","cited_by":36,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Semiosis; Semiotics; Interpretation (philosophy); Epistemology; Hermeneutics; Mediation; Perspective (graphical); Relevance (law); Sociology; Philosophy; Linguistics; Computer science; Artificial intelligence; Social science; Political science","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":[],"consensus_categories":[],"category_scores_codex":[0.007749738,0.00122692,0.001200934,0.005109401,0.004015264,0.01773446,0.002629112,0.004498677,0.006475035],"category_scores_gemma":[0.007957601,0.0007074256,0.00158317,0.005015557,0.04699424,0.02086919,0.00624541,0.007395128,0.001625214],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007304406,"about_ca_system_score_gemma":0.003552394,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003010016,"about_ca_topic_score_gemma":0.002565968,"domain_scores_codex":[0.9884046,0.008768244,0.000380638,0.0008390776,0.001177112,0.0004303731],"domain_scores_gemma":[0.9911302,0.00616327,0.0004584244,0.001021144,0.0009222401,0.000304666],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000002247474,0.000001720075,0.00002108999,0.00002168242,0.000002084362,0.00002913428,0.001989234,0.0001670048,0.00002191475,0.9957339,0.0006022998,0.001407874],"study_design_scores_gemma":[0.000004301906,0.000002991029,0.00002157877,0.00006161698,0.000001790999,0.00004545401,0.0009888242,0.0009021491,0.00005140639,0.9681981,0.02971662,0.000005001928],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.008938225,0.0113252,0.6288204,0.02552633,0.001484043,0.0001261386,0.0002062924,0.0004765637,0.3230969],"genre_scores_gemma":[0.6481723,0.009313655,0.2994841,0.004031053,0.001656631,0.0006758426,0.0004674893,0.0005918648,0.03560708],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01773446,"threshold_uncertainty_score":0.05299741,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01543774450420276,"score_gpt":0.3148308837094889,"score_spread":0.2993931392052861,"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."}}