{"id":"W1963458071","doi":"10.7202/1069581ar","title":"Aboriginal Research: Berry Picking and Hunting in the 21st Century","year":2020,"lang":"en","type":"article","venue":"First Peoples Child & Family Review An Interdisciplinary Journal Honouring the Voices Perspectives and Knowledges of First Peoples","topic":"Indigenous Health, Education, and Rights","field":"Social Sciences","cited_by":124,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Relation (database); Foundation (evidence); Sociology; Engineering ethics; Social science; Environmental ethics; Political science; Engineering; Law; Computer science; Philosophy","routes":{"ca_aff":false,"ca_fund":false,"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":[0.004731602,0.0003399414,0.0006287982,0.000268769,0.01755199,0.0004650744,0.001209276,0.0001152594,0.00004149134],"category_scores_gemma":[0.0001509225,0.0002048683,0.0002064739,0.0008640827,0.001147019,0.0008250116,0.0000780777,0.001260814,0.00000774048],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001793585,"about_ca_system_score_gemma":0.001473118,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005537427,"about_ca_topic_score_gemma":0.5558609,"domain_scores_codex":[0.9958731,0.001336246,0.0007959293,0.0005670186,0.000631116,0.0007965992],"domain_scores_gemma":[0.9961259,0.002235709,0.0005063042,0.0003509557,0.0004431428,0.0003379523],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00004804052,0.000246467,0.0111791,0.001962616,0.0000458369,0.000008299773,0.9681972,0.000004906422,8.416946e-7,0.01749446,0.0001837685,0.0006285126],"study_design_scores_gemma":[0.0002403778,0.0003459401,0.07063728,0.006727448,0.00007058657,0.00009527335,0.7096499,0.00001750765,0.000001334118,0.0003164939,0.2116431,0.0002547847],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.689316,0.2642729,0.000003278177,0.02780105,0.00028699,0.000731179,0.00001169011,0.00002579065,0.01755113],"genre_scores_gemma":[0.5068767,0.4915234,0.00005489979,0.00007425495,0.001408022,0.000007163316,0.000002342381,0.00001736049,0.00003582985],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5503235,"threshold_uncertainty_score":0.983727,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03678470456405405,"score_gpt":0.3725502694290873,"score_spread":0.3357655648650332,"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."}}