{"id":"W2777197307","doi":"10.36510/learnland.v9i2.766","title":"Access Stories ... and a Bit More: A Talking Circle Inspired Discussion","year":2016,"lang":"en","type":"article","venue":"LEARNing Landscapes","topic":"Education, Leadership, and Health Research","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Indigenous; Bit (key); Sociology; Indigenous culture; Computer science; Media studies; Gender studies; Visual arts; Art; Computer security","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01263932,0.0008601639,0.0004524853,0.001734622,0.01984447,0.009572858,0.001997882,0.004857886,0.006087502],"category_scores_gemma":[0.01876265,0.0004783084,0.0007030643,0.0009569192,0.01719087,0.01440976,0.01421964,0.006468673,0.001461305],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002922045,"about_ca_system_score_gemma":0.001756235,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001420375,"about_ca_topic_score_gemma":0.00161999,"domain_scores_codex":[0.9817095,0.01594392,0.0001830478,0.0005442962,0.0007181603,0.0009009578],"domain_scores_gemma":[0.9857681,0.0100566,0.0007166091,0.0007116874,0.0007016393,0.002045267],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00004992296,0.00004979017,0.0004707809,0.00007098219,0.000006552454,0.0007042359,0.9689264,0.00008869491,0.0007147038,0.01729635,0.003890943,0.007730694],"study_design_scores_gemma":[0.00002524481,0.0001126088,0.0005377286,0.0001946986,0.00001222312,0.0008659972,0.8488957,0.0005811214,0.001054368,0.01350799,0.134155,0.00005741932],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6845977,0.002040226,0.0583266,0.07899699,0.00199157,0.0009119475,0.0001889766,0.0005468698,0.1723992],"genre_scores_gemma":[0.9686743,0.0005126388,0.007173161,0.003929753,0.0002397,0.000334894,0.00004983473,0.0001325499,0.01895317],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01984447,"threshold_uncertainty_score":0.06684399,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06191975484441716,"score_gpt":0.40608110589008,"score_spread":0.3441613510456629,"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."}}