{"id":"W2900772282","doi":"10.14288/1.0363100","title":"Settling the West Activity","year":2018,"lang":"en","type":"article","venue":"cIRcle (University of British Columbia)","topic":"Education, Leadership, and Health Research","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Settling; Environmental science","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":[0.001054426,0.00001829844,0.00009242939,0.00002290214,0.002085545,0.0001249808,0.0004102745,0.00008034703,0.0008279603],"category_scores_gemma":[0.0001381224,0.00005651071,0.00004908006,0.0003643551,0.001546392,0.0002800165,0.00004767354,0.0001536518,0.00009096363],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001027875,"about_ca_system_score_gemma":0.0005419613,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6299481,"about_ca_topic_score_gemma":0.9593973,"domain_scores_codex":[0.9988531,0.0002540616,0.00004986986,0.0001860917,0.0003437541,0.0003131604],"domain_scores_gemma":[0.9991516,0.0001734277,0.00006219158,0.0001760729,0.0003012032,0.0001354319],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.00001101827,0.000150244,0.07940302,0.00006667179,0.00002166321,0.000009039515,0.03964058,2.771547e-7,0.00006152591,0.0001093094,0.02860296,0.8519237],"study_design_scores_gemma":[0.0001358124,0.00003116571,0.9267421,0.00003461867,0.000006443044,0.000001447716,0.05554777,0.00001224084,3.837315e-7,0.0003526096,0.01707556,0.0000598698],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9711552,0.00006028047,0.00005600753,0.007278682,0.0002599845,0.0001907613,0.00001466265,0.00003884526,0.02094554],"genre_scores_gemma":[0.9949132,0.0001915892,0.00008940181,0.0001052434,0.0003842231,3.412077e-7,0.00000146808,0.000004626258,0.004309899],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8518638,"threshold_uncertainty_score":0.9992136,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05791120696597096,"score_gpt":0.315151536960419,"score_spread":0.2572403299944481,"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."}}