{"id":"W4413989424","doi":"10.33524/cjar.v25i2.755","title":"Crystallizing Territorial Visions and Claims: Critical Mapping with Amazonian Kichwa Communities in Climate Change Politics","year":2025,"lang":"en","type":"article","venue":"The Canadian Journal of Action Research","topic":"Indigenous Cultures and Socio-Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Pontificia Universidad Católica del Perú; International Development Research Centre","keywords":"Vision; Amazonian; Politics; Climate change; Political science; Geography; Sociology; Anthropology; Ecology; Amazon rainforest; Law","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.002776261,0.00004813595,0.00009225516,0.0004378423,0.00419566,0.0004005854,0.000223433,0.00008906677,0.00003802159],"category_scores_gemma":[0.0002117942,0.00003575637,0.00002186851,0.0003743179,0.0007537252,0.0002286025,0.00001703138,0.000739352,8.831319e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009276985,"about_ca_system_score_gemma":0.00444025,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.4531724,"about_ca_topic_score_gemma":0.9058518,"domain_scores_codex":[0.998319,0.0006736278,0.0001601904,0.00004929813,0.0003264014,0.0004714399],"domain_scores_gemma":[0.9987726,0.0003363827,0.00003859368,0.00008768456,0.0005212863,0.000243475],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00003214162,0.00004378391,0.03419555,0.00006038936,0.00002478384,0.00002297028,0.5199719,0.000004822193,0.0000322658,0.4392305,0.001356801,0.0050241],"study_design_scores_gemma":[0.0001851035,0.00008686938,0.01732474,0.000477109,0.000008935317,0.00001459371,0.8069758,0.00001514298,0.000006442321,0.01138219,0.1634528,0.00007034565],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.940913,0.0005079737,0.00001084968,0.04471463,0.0009460147,0.0002630283,0.000008085755,0.000004599874,0.01263188],"genre_scores_gemma":[0.9981816,0.0003576595,0.0000740817,0.0002285608,0.0009415768,0.00000686826,0.00000109746,0.000004528641,0.0002039853],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4526794,"threshold_uncertainty_score":0.9971008,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1799385806522711,"score_gpt":0.4616988756416031,"score_spread":0.2817602949893319,"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."}}