{"id":"W4205229738","doi":"10.12987/9780300262445-023","title":"Notes","year":2021,"lang":"en","type":"book-chapter","venue":"Collapse","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Geography","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.0003821285,0.001189145,0.0007348008,0.002411474,0.00351158,0.004947324,0.00161744,0.002026715,0.7049767],"category_scores_gemma":[0.00166079,0.0005066963,0.0006719941,0.002228946,0.0008726199,0.003382311,0.002287135,0.003103066,0.5745806],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002404322,"about_ca_system_score_gemma":0.001839997,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02350396,"about_ca_topic_score_gemma":0.0516028,"domain_scores_codex":[0.9996191,0.00003044836,0.00000963497,0.00005566679,0.0002191995,0.00006597677],"domain_scores_gemma":[0.9996419,0.00006191521,0.0000123906,0.00005491529,0.0001654958,0.00006333383],"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":[0.000008024729,0.0000178163,0.00003017972,0.00003251451,8.643678e-7,0.00001691267,0.00004188097,0.00002930552,0.00004482114,0.01481181,0.9558991,0.02906673],"study_design_scores_gemma":[0.000001972528,0.000002342307,0.00009400066,0.00004664331,7.909793e-7,0.00001410095,0.00005067469,0.00001892389,0.00005611302,0.002646563,0.9970647,0.000003246081],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0000770331,0.0004192287,0.0002192994,0.0008125348,0.0007927555,0.00002686178,0.0004880319,0.0001980364,0.9969662],"genre_scores_gemma":[0.0003548112,0.0002059292,0.00006904195,0.0002756511,0.00009591671,0.00001270558,0.0002370125,0.0001230528,0.9986259],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2950233,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03393737897507919,"score_gpt":0.2531092841685099,"score_spread":0.2191719051934307,"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."}}