{"id":"W4297578623","doi":"10.1017/9781108341172.005","title":"Engagement","year":2018,"lang":"en","type":"book-chapter","venue":"Cambridge University Press eBooks","topic":"Australian History and Society","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of the Fraser Valley","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003181667,0.0006936944,0.0005889668,0.001243763,0.00380403,0.009390009,0.001546832,0.002990781,0.4109645],"category_scores_gemma":[0.008347051,0.0002500542,0.0005296531,0.002122454,0.001858705,0.007536202,0.007986057,0.003607567,0.2053921],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004132221,"about_ca_system_score_gemma":0.003560818,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002367297,"about_ca_topic_score_gemma":0.004326004,"domain_scores_codex":[0.9959723,0.001303753,0.0001180462,0.0004427094,0.001461487,0.0007016838],"domain_scores_gemma":[0.9972907,0.0006325748,0.0001074197,0.000399103,0.0007898948,0.000780218],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002603916,0.00004952725,0.0002537383,0.0002913788,0.000004096829,0.0001347756,0.005092991,0.00008129671,0.0003196325,0.1573443,0.7200897,0.1163125],"study_design_scores_gemma":[0.000001137692,0.00000389659,0.00008274101,0.0001056475,5.10491e-7,0.00003414021,0.0007265193,0.00001319554,0.00003992019,0.004735737,0.9942539,0.000002500028],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0005308496,0.001037012,0.00158683,0.005786648,0.0007672448,0.0000899591,0.0004988312,0.0001862779,0.9895164],"genre_scores_gemma":[0.01194459,0.001574494,0.0007669867,0.0033671,0.0002655214,0.0002339635,0.0008297114,0.0002824163,0.9807352],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4109645,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06101832820345738,"score_gpt":0.2495190688913902,"score_spread":0.1885007406879329,"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."}}