{"id":"W4242579701","doi":"10.1017/9781316755808.010","title":"References","year":2017,"lang":"en","type":"book-chapter","venue":"Cambridge University Press eBooks","topic":"Culture, Economy, and Development Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Computer science","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":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0001739575,0.0002542738,0.0003652345,0.00008374247,0.002033437,0.0001395663,0.0007485719,0.0003493512,0.00002833035],"category_scores_gemma":[0.00003005168,0.0002833234,0.0001608595,0.000002178667,0.0008547472,0.0001390713,0.0003183138,0.0002687788,0.00006782886],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00021303,"about_ca_system_score_gemma":0.0003019969,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001990661,"about_ca_topic_score_gemma":0.0006824465,"domain_scores_codex":[0.9988729,0.00003142812,0.0001308713,0.0004128219,0.0002565355,0.0002954111],"domain_scores_gemma":[0.9989657,0.00005291486,0.0002902849,0.000360933,0.0001705467,0.0001595541],"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":[0.00001275363,0.000002545775,0.00001722647,0.00001287725,0.0001041438,0.00004863051,0.0008401792,2.320551e-8,2.125529e-7,0.8470597,0.1503087,0.001592977],"study_design_scores_gemma":[0.0001728632,0.00001066289,0.00008619257,0.00008699882,0.00007808765,6.224165e-7,0.0008046004,1.515392e-7,0.000005184909,0.0001113673,0.998279,0.0003642743],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00002519284,0.0002685522,0.000009208958,0.0000945566,0.000462571,0.0002598989,0.00009383081,0.0001226089,0.9986636],"genre_scores_gemma":[0.001247129,0.001747833,0.00004379077,0.00005445968,0.0003466936,6.645139e-7,0.00001991442,0.0000141303,0.9965254],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8479703,"threshold_uncertainty_score":0.9999619,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07296315008284965,"score_gpt":0.2524099875537637,"score_spread":0.1794468374709141,"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."}}