{"id":"W4254976053","doi":"10.7765/9781526133526.00005","title":"Acknowledgements","year":2020,"lang":"en","type":"book-chapter","venue":"Manchester University Press eBooks","topic":"Australian History and Society","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.006515582,0.001344055,0.001271077,0.004050551,0.003117152,0.007808892,0.003140842,0.002613094,0.4397604],"category_scores_gemma":[0.04383622,0.0004257991,0.0008321793,0.003392521,0.001314724,0.004517129,0.007030888,0.00380214,0.3398366],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003280563,"about_ca_system_score_gemma":0.007138398,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003187172,"about_ca_topic_score_gemma":0.004416365,"domain_scores_codex":[0.9899195,0.002045062,0.0008106851,0.001534975,0.004960652,0.0007289625],"domain_scores_gemma":[0.9723042,0.004256218,0.000974001,0.002864742,0.01613759,0.003463283],"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":[0.0000543443,0.000011374,0.0002340352,0.0002957362,0.000004579067,0.0001403629,0.0006578926,0.0000481885,0.0002288875,0.008494603,0.9525734,0.03725653],"study_design_scores_gemma":[0.000002886406,0.000003617434,0.0001242561,0.0001373394,0.000001851925,0.00008276769,0.0002746692,0.00001506858,0.00004481556,0.001028627,0.9982797,0.000004468848],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002266948,0.01278232,0.01345968,0.09083014,0.1485001,0.001072842,0.04333784,0.004643501,0.6831067],"genre_scores_gemma":[0.01696585,0.008092429,0.01335792,0.03529597,0.01805248,0.001339036,0.04333568,0.00597102,0.8575896],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5602397,"threshold_uncertainty_score":0.7991139,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06746713900199598,"score_gpt":0.2462109639973604,"score_spread":0.1787438249953644,"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."}}