{"id":"W2294455455","doi":"10.14288/1.0099349","title":"The Aboriginal Mapping Network : a case study in the democratization of mapping","year":2009,"lang":"en","type":"article","venue":"cIRcle (University of British Columbia)","topic":"Australian Indigenous Culture and History","field":"Social Sciences","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Democratization; Geography; Political science; Computer science; Democracy; Politics; 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":[0.006294455,0.0003687441,0.0002326937,0.0009549641,0.01824094,0.002758602,0.001482659,0.001721531,0.002286891],"category_scores_gemma":[0.009566056,0.0002955888,0.0001837795,0.002065789,0.004136959,0.002799157,0.003611947,0.001723131,0.0002435362],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01082265,"about_ca_system_score_gemma":0.008822006,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1560296,"about_ca_topic_score_gemma":0.3401404,"domain_scores_codex":[0.9948983,0.003771996,0.00007839548,0.0002098106,0.0004684265,0.0005730864],"domain_scores_gemma":[0.9934403,0.003844912,0.0004461666,0.0005057107,0.0009358384,0.0008271963],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001120492,0.0002793916,0.01607537,0.0002392823,0.00001301848,0.01859131,0.8904685,0.001258088,0.001266325,0.03338764,0.006028306,0.03228064],"study_design_scores_gemma":[0.00001301066,0.0001549189,0.009758026,0.0001704044,0.0000185594,0.002742945,0.8992239,0.001725112,0.001142166,0.002716558,0.08230849,0.00002596516],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9346825,0.0003453953,0.002671568,0.005314805,0.00006104058,0.0002716556,0.00008434839,0.00002500198,0.05654366],"genre_scores_gemma":[0.9815844,0.0006850782,0.005095898,0.0003015588,0.00001589419,0.000232655,0.00006237728,0.00002874226,0.01199328],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1560296,"threshold_uncertainty_score":0.3102428,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01673625084242459,"score_gpt":0.2322767426392421,"score_spread":0.2155404917968176,"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."}}