{"id":"W4401805668","doi":"10.1057/978-1-349-96110-8_5422","title":"McGill University","year":2024,"lang":"en","type":"book-chapter","venue":"Palgrave Macmillan UK eBooks","topic":"Canadian Policy and Governance","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Universiteit Maastricht","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":[],"category_scores_codex":[0.0005881506,0.001131964,0.0007450539,0.001373752,0.004385885,0.008082223,0.001592752,0.002439918,0.5931377],"category_scores_gemma":[0.002881514,0.0007421365,0.0004485589,0.002659629,0.001527001,0.002806816,0.002771278,0.002741858,0.190545],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01125495,"about_ca_system_score_gemma":0.009619759,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2928763,"about_ca_topic_score_gemma":0.6797994,"domain_scores_codex":[0.9991506,0.00007911864,0.00003366871,0.000227734,0.000403845,0.0001049536],"domain_scores_gemma":[0.9984912,0.0003151634,0.00009184654,0.0002117797,0.000429995,0.000459964],"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":[0.00004292195,0.00002461502,0.000218295,0.0001931537,0.000005367498,0.0001941922,0.0003185649,0.0001081103,0.0003640842,0.0422403,0.8711385,0.08515193],"study_design_scores_gemma":[0.000004652833,0.000005514668,0.000412706,0.000110192,0.000002100174,0.00003178149,0.00009944628,0.00002938979,0.0001102671,0.001897669,0.9972857,0.0000106754],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.000754285,0.006696953,0.0005622698,0.00763229,0.00120223,0.0000312212,0.004541482,0.0007511255,0.9778281],"genre_scores_gemma":[0.003579568,0.001931517,0.0006498257,0.0009274585,0.00009006008,0.00002801096,0.0004229374,0.0002346293,0.992136],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7071237,"threshold_uncertainty_score":0.5823432,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02268293898000673,"score_gpt":0.2435942136223426,"score_spread":0.2209112746423359,"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."}}