{"id":"W1796699619","doi":"10.21991/c9n666","title":"Pedagogies of Mapping","year":2012,"lang":"en","type":"article","venue":"Constitutional Forum / Forum constitutionnel","topic":"Law in Society and Culture","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria","funders":"","keywords":"Downtown; Task (project management); Class (philosophy); Government (linguistics); Process (computing); Work (physics); Sociology; Visual arts; Mathematics education; Psychology; Aesthetics; Computer science; Management; History; Engineering; Art; Artificial intelligence; Linguistics; Archaeology","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":[],"consensus_categories":[],"category_scores_codex":[0.004279533,0.001200558,0.0003915006,0.002108424,0.005129464,0.007706954,0.002427047,0.00270928,0.02374147],"category_scores_gemma":[0.01469761,0.0004405147,0.0007371018,0.001381315,0.01141313,0.009284965,0.009900845,0.005167248,0.004794075],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003015606,"about_ca_system_score_gemma":0.003910026,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002017735,"about_ca_topic_score_gemma":0.002424016,"domain_scores_codex":[0.9948426,0.003341076,0.0001339524,0.0006111917,0.0007263836,0.0003448649],"domain_scores_gemma":[0.9942215,0.003681992,0.0002983274,0.0008943684,0.0004435531,0.0004603252],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002382382,0.0002593425,0.001345888,0.0004897874,0.00001047391,0.0004002352,0.09966524,0.001296285,0.002004476,0.698274,0.03706081,0.1591696],"study_design_scores_gemma":[0.00001750797,0.00006555655,0.0007085208,0.000544229,0.000005765003,0.0005564867,0.03236695,0.001346424,0.001224546,0.2793302,0.6838135,0.00002039282],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.0300517,0.002690451,0.2465933,0.02784244,0.001434531,0.0004048762,0.0001249918,0.001450349,0.6894073],"genre_scores_gemma":[0.6301751,0.006368989,0.2038492,0.007228909,0.0007098168,0.001410796,0.0003102472,0.001005147,0.1489419],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02374147,"threshold_uncertainty_score":0.07942307,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04839671608608985,"score_gpt":0.3153386166776551,"score_spread":0.2669419005915653,"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."}}