{"id":"W4415939143","doi":"10.1080/03122417.2025.2562671","title":"An emancipatory Indigenist archaeology in context","year":2025,"lang":"en","type":"article","venue":"Australian Archaeology","topic":"Archaeology and ancient environmental studies","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Prairie Bible Institute","funders":"","keywords":"Indigenous; Context (archaeology); Project commissioning; Publishing","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003334933,0.0002123484,0.0003415149,0.0002904043,0.0001614819,0.000003233337,0.0004521092,0.0001954378,0.002073545],"category_scores_gemma":[0.00002878801,0.0002000251,0.00005780379,0.0002524967,0.003394047,0.0001351599,0.0001053584,0.0003771233,0.0003690642],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001666197,"about_ca_system_score_gemma":0.00005475218,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003213865,"about_ca_topic_score_gemma":0.09948776,"domain_scores_codex":[0.9980189,0.0002847782,0.0003412957,0.000514281,0.0001025311,0.0007381921],"domain_scores_gemma":[0.9993598,0.0001522623,0.00006422286,0.0002876509,0.00000991516,0.0001261728],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008299869,0.00003760975,0.9699095,0.00001175739,0.00002400265,0.0001317078,0.004205653,0.0002499708,0.00002948946,0.005092042,0.0001307026,0.0200946],"study_design_scores_gemma":[0.0004873793,0.0002408955,0.9556935,0.00001206323,0.000008603126,0.00002531265,0.001424739,0.0001266797,0.0001992992,0.02225009,0.01935267,0.0001787415],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9927032,0.0005036666,0.0001460075,0.002977926,0.0004779789,0.0002242034,0.00003137993,0.00004770081,0.002887921],"genre_scores_gemma":[0.9946354,0.0001251847,0.0004580146,0.001820253,0.00004340739,0.000009553909,0.00009532277,0.000003561879,0.002809324],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09627389,"threshold_uncertainty_score":0.9993181,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01595710270932695,"score_gpt":0.2583037328935557,"score_spread":0.2423466301842288,"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."}}