{"id":"W991567546","doi":"","title":"Research in geographic information systems, data management and dissemination, and new geospatial technologies","year":2007,"lang":"en","type":"article","venue":"RMIT Research Repository (RMIT University Library)","topic":"Geographic Information Systems Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Geomatics; Geospatial analysis; Geography; Geographic information system; Field (mathematics); Library science; Data science; Cartography; Regional science; Computer science","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":[0.009469182,0.0006804139,0.0008121363,0.004851677,0.002647,0.01346184,0.001098815,0.003278295,0.02211609],"category_scores_gemma":[0.01596601,0.0004316369,0.0006132465,0.01549293,0.009979277,0.01905916,0.003307526,0.004564127,0.004498673],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006652743,"about_ca_system_score_gemma":0.009207347,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01201248,"about_ca_topic_score_gemma":0.01488145,"domain_scores_codex":[0.9928556,0.003351103,0.0003235453,0.0006869085,0.002313223,0.0004696136],"domain_scores_gemma":[0.9749761,0.01711727,0.001285941,0.001514694,0.0034849,0.001620996],"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":[0.00003515307,0.0001284405,0.003889988,0.001501616,0.00005150513,0.000141905,0.003922398,0.0007063141,0.0007446634,0.4380173,0.190141,0.3607197],"study_design_scores_gemma":[0.00001234216,0.00006388071,0.002526258,0.0009182616,0.00002135042,0.0002214669,0.002854063,0.0006742987,0.0005796573,0.09196422,0.9001371,0.00002705063],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"review","genre_scores_codex":[0.008250587,0.3035916,0.02331425,0.3885658,0.007032943,0.0001054168,0.0004566279,0.0004031059,0.2682796],"genre_scores_gemma":[0.126508,0.676946,0.04206757,0.02935383,0.01410747,0.0001902211,0.0007756165,0.0004153405,0.109636],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.02211609,"threshold_uncertainty_score":0.0739857,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06253019837232959,"score_gpt":0.336445372884169,"score_spread":0.2739151745118394,"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."}}