{"id":"W3048682210","doi":"10.5334/jime.597","title":"Book Review – 2020","year":2020,"lang":"en","type":"article","venue":"Journal of Interactive Media in Education","topic":"Educational Innovations and Challenges","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Thompson Rivers University","funders":"","keywords":"Social media; Sociology; Creativity; Library science; Media studies; State (computer science); Political science; World Wide Web; Computer science; Law","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001344936,0.001016075,0.001415734,0.004002384,0.001276456,0.007971156,0.002327089,0.003493993,0.4476299],"category_scores_gemma":[0.007117371,0.0005924425,0.000974944,0.005269136,0.00109602,0.005948114,0.002602019,0.004058449,0.4231418],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002620879,"about_ca_system_score_gemma":0.004845674,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002829684,"about_ca_topic_score_gemma":0.005069037,"domain_scores_codex":[0.9981433,0.0002103192,0.0001420914,0.0002429939,0.001100386,0.0001609127],"domain_scores_gemma":[0.9957687,0.0007393574,0.0002192345,0.0002940581,0.002256165,0.0007224231],"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":[0.00001146667,0.00001341157,0.00002389354,0.0005521681,0.000003753433,0.00003386135,0.00002933875,0.00002685772,0.00009539293,0.002311589,0.8834791,0.113419],"study_design_scores_gemma":[0.000002091369,0.000004363889,0.00004155109,0.000352159,0.000001502766,0.0000561131,0.00001772338,0.00000517183,0.00001575989,0.0004712877,0.9990298,0.000002450169],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"review","genre_scores_codex":[0.0004346177,0.2793591,0.001752687,0.04013159,0.1121803,0.0002853189,0.003778465,0.001203454,0.5608745],"genre_scores_gemma":[0.002569563,0.1501868,0.001588037,0.02272663,0.02494162,0.000232891,0.004386856,0.0006043757,0.7927633],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.4476299,"threshold_uncertainty_score":0.7878889,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02751467112852607,"score_gpt":0.3375098662056469,"score_spread":0.3099951950771208,"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."}}