{"id":"W4229922117","doi":"10.20361/g2cw2s","title":"Deakin Announcements","year":2015,"lang":"en","type":"article","venue":"The Deakin Review of Children s Literature","topic":"Themes in Literature Analysis","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Publishing; Publication; Reading (process); Library science; Medical education; Public relations; Psychology; Political science; Medicine; Computer science; Law","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.004232611,0.001161768,0.0008921968,0.002648397,0.003021958,0.009540456,0.001739377,0.005564962,0.3141252],"category_scores_gemma":[0.01843499,0.0005185385,0.0007090116,0.001561177,0.000885845,0.004409031,0.002078948,0.006739651,0.269435],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0027422,"about_ca_system_score_gemma":0.004941938,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00323554,"about_ca_topic_score_gemma":0.007801846,"domain_scores_codex":[0.9961805,0.0002894775,0.0002566356,0.0005166541,0.002335198,0.0004215606],"domain_scores_gemma":[0.9881312,0.001268924,0.0006834688,0.0006237531,0.005799551,0.003493065],"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":[0.000008087332,0.000007760477,0.00002598576,0.00003429214,6.703685e-7,0.00005918899,0.00001265195,0.000004376002,0.00005096613,0.000575354,0.9924333,0.006787271],"study_design_scores_gemma":[0.000002365494,0.000003397166,0.00006434714,0.00002602896,6.669065e-7,0.00003440299,0.00002277282,0.000005760891,0.00003136762,0.0001119658,0.9996943,0.000002618818],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.0002581581,0.007756591,0.0004139787,0.07155374,0.6897738,0.0002060663,0.001135496,0.0007841481,0.228118],"genre_scores_gemma":[0.0018943,0.004859358,0.0004699735,0.03062803,0.1053456,0.0001551286,0.0007247683,0.0006785935,0.8552443],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.3141252,"threshold_uncertainty_score":0.9783173,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01961273112416326,"score_gpt":0.2613927331117205,"score_spread":0.2417800019875572,"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."}}