{"id":"W4320526518","doi":"10.4095/331300","title":"Proceedings of the ISPRS Commission IV Symposium, geospatial theory, processing and applications, 8-12 July 2002, Ottawa, Canada","year":2002,"lang":"en","type":"report","venue":"","topic":"Geographic Information Systems Studies","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Geospatial analysis; Commission; Library science; Geography; Operations research; Regional science; Political science; Computer science; Cartography; Engineering; Law","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.004025004,0.002101892,0.00149471,0.004073092,0.004973857,0.007556318,0.002278955,0.001545052,0.04962802],"category_scores_gemma":[0.007434728,0.001152377,0.0007083714,0.007212284,0.002430322,0.003010517,0.002079266,0.00211954,0.02476274],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01449621,"about_ca_system_score_gemma":0.04602393,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9148873,"about_ca_topic_score_gemma":0.9613113,"domain_scores_codex":[0.9973756,0.0002980053,0.00009772564,0.0002026654,0.001710199,0.0003157331],"domain_scores_gemma":[0.9906911,0.0007091357,0.0001181735,0.000778565,0.007045192,0.0006576872],"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":[0.0001613443,0.0001209621,0.004433351,0.0001756214,0.0000339805,0.00009526714,0.0004637078,0.002167832,0.001050169,0.003082228,0.8899765,0.09823898],"study_design_scores_gemma":[0.00005521526,0.00004354087,0.01901157,0.0002355614,0.0001007238,0.000134957,0.001808022,0.008869459,0.006190826,0.004087083,0.9593828,0.00008025273],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.05587322,0.02421316,0.1575672,0.05934953,0.02156037,0.003059051,0.1328313,0.01054939,0.5349968],"genre_scores_gemma":[0.06160496,0.02039611,0.05191837,0.0009312719,0.001075928,0.0003527099,0.05632733,0.00212673,0.8052666],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.08511269,"threshold_uncertainty_score":0.1712278,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01525002096559565,"score_gpt":0.2575242800416809,"score_spread":0.2422742590760853,"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."}}