{"id":"W4417526448","doi":"10.9707/0739-1250.1388","title":"Alberta Hutterite Colonies: An Exploration of Past, Present and Future Settlement Patterns","year":2025,"lang":"en","type":"article","venue":"Communal Societies","topic":"Indigenous Studies and Ecology","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Settlement (finance); Population; Human settlement; Natural (archaeology)","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":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.000321921,0.00009963238,0.0002260374,0.00002785095,0.002331246,0.000007231003,0.0001354039,0.0001296931,0.0001949597],"category_scores_gemma":[0.000005825519,0.00008649669,0.00003922073,0.00005622131,0.00009338965,0.0001375308,0.0004015155,0.0002603462,0.00000554378],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008650174,"about_ca_system_score_gemma":0.00007329678,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002596753,"about_ca_topic_score_gemma":0.01069301,"domain_scores_codex":[0.9988474,0.0003052284,0.0002998641,0.0001132765,0.00008238408,0.0003518165],"domain_scores_gemma":[0.9992211,0.0002492064,0.00011907,0.000237028,0.0001450974,0.00002852735],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00008742104,0.0001787348,0.3035486,0.0009878705,0.0002061938,5.82805e-7,0.5315958,0.000009346332,0.00004992599,0.003627632,0.1573548,0.002353132],"study_design_scores_gemma":[0.0005989164,0.0002884768,0.102332,0.00009585789,0.00003805697,1.685049e-7,0.5259442,0.00003937233,0.00003230545,0.001881119,0.3686356,0.0001139552],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8872289,0.001307017,0.0002247932,0.09977861,0.001197466,0.001101135,0.0001124843,0.00003878829,0.00901077],"genre_scores_gemma":[0.9893985,0.001882798,0.0001633042,0.003553514,0.0008269921,0.0003333449,0.0001120927,0.00001254184,0.003716918],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2112809,"threshold_uncertainty_score":0.9989676,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05285450911238159,"score_gpt":0.3871551978015493,"score_spread":0.3343006886891677,"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."}}