{"id":"W4229787181","doi":"10.5663/aps.v8i2.29370","title":"Editor's Introduction","year":2020,"lang":"en","type":"article","venue":"aboriginal policy studies","topic":"Contemporary Sociological Theory and Practice","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science","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":[],"consensus_categories":[],"category_scores_codex":[0.0005585212,0.00007991122,0.0001506839,0.00002142879,0.0006191366,0.00003033586,0.0001365448,0.00005124841,0.00008680113],"category_scores_gemma":[0.003294802,0.00006747444,0.0000486895,0.0003725644,0.0004661511,0.0003433981,0.00002408109,0.0001690367,0.0002150438],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000596235,"about_ca_system_score_gemma":0.0001612769,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005613599,"about_ca_topic_score_gemma":0.0000336564,"domain_scores_codex":[0.9989589,0.0003561729,0.0001155853,0.0001816862,0.0001801379,0.0002075447],"domain_scores_gemma":[0.999254,0.0003795507,0.00006557767,0.00006746683,0.0001142237,0.0001191347],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005633355,0.00001181576,0.0004280803,0.00000649833,0.00005719268,0.000003576435,0.02953508,0.000001630826,0.00002919324,0.6030606,0.3643253,0.002484695],"study_design_scores_gemma":[0.00007246678,0.00006873321,0.0001198728,0.000001423262,0.00001227243,2.09328e-7,0.01312658,6.04123e-7,0.00001756904,0.0244357,0.9620622,0.0000823669],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.02289519,0.002247058,0.00003822051,0.8748708,0.004550027,0.000163654,0.000005702916,0.0002575915,0.09497175],"genre_scores_gemma":[0.820761,0.002905636,0.0001077716,0.006620882,0.1675815,0.00001144669,0.000001318435,0.000004837274,0.002005697],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.86825,"threshold_uncertainty_score":0.4761961,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08274731330828637,"score_gpt":0.4529166738929884,"score_spread":0.370169360584702,"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."}}