{"id":"W1996321752","doi":"10.3138/gh27-1847-qp71-7tp7","title":"Knowledge Production through Critical GIS: Genealogy and Prospects","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":202,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Critical theory; Presupposition; Epistemology; Critical geography; Sociology; Politics; Knowledge production; Geographic information system; Social science; Geography; Human geography; Cultural geography; Knowledge management; Political science; Computer science; Cartography; Philosophy; Law","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.01397214,0.0005295885,0.0004581539,0.006732472,0.00495834,0.01243882,0.001514926,0.002202394,0.006937397],"category_scores_gemma":[0.02989127,0.0005087252,0.0002261763,0.004384474,0.04197744,0.02355604,0.006098421,0.002731317,0.0005254794],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006071266,"about_ca_system_score_gemma":0.004742865,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003056159,"about_ca_topic_score_gemma":0.002040381,"domain_scores_codex":[0.9951467,0.003050501,0.0001412455,0.0006083594,0.0006271778,0.0004259571],"domain_scores_gemma":[0.9588765,0.03140561,0.002470956,0.002391763,0.003271076,0.00158406],"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":[0.0000674585,0.0000405314,0.003712286,0.0002073052,0.000008795877,0.0003269754,0.02218216,0.0006560941,0.0001880064,0.9200213,0.003009357,0.04957971],"study_design_scores_gemma":[0.00002051578,0.00005626314,0.00201041,0.0005320208,0.000009829309,0.0005863178,0.02042096,0.002241503,0.0007896243,0.867982,0.105311,0.00003963158],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1864846,0.03689373,0.1100999,0.1666796,0.001001206,0.0003296749,0.0002846111,0.0003885975,0.497838],"genre_scores_gemma":[0.9728819,0.008026425,0.01141523,0.001197195,0.0003097623,0.0001365546,0.00004888795,0.00008131895,0.005902672],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9950417,"threshold_uncertainty_score":0.07389265,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02797110117495065,"score_gpt":0.3629251361040461,"score_spread":0.3349540349290955,"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."}}