{"id":"W4362697601","doi":"10.1080/2325548x.2023.2177022","title":"Review Essay","year":2023,"lang":"en","type":"article","venue":"The AAG Review of Books","topic":"Historical Geography and Geographical Thought","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institut National de la Recherche Scientifique","funders":"","keywords":"Philosophy","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":[0.001535675,0.001142281,0.00149667,0.004273797,0.001085221,0.004516217,0.00173823,0.004146892,0.1656684],"category_scores_gemma":[0.008890704,0.0005217865,0.001136636,0.00259842,0.0005979962,0.002113425,0.001830003,0.003314618,0.154539],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002561182,"about_ca_system_score_gemma":0.003432209,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002061965,"about_ca_topic_score_gemma":0.005666326,"domain_scores_codex":[0.9985099,0.0001671567,0.00009640277,0.0001634229,0.0009156215,0.0001474002],"domain_scores_gemma":[0.9941123,0.000637862,0.0003685946,0.000242756,0.003777475,0.000861039],"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":[0.000009186493,0.000005650385,0.0000115666,0.0002865459,0.000006045617,0.00001807147,0.00000398104,0.000005531894,0.00007577043,0.0001359685,0.9829337,0.01650782],"study_design_scores_gemma":[0.00001312182,0.00001001445,0.0001051891,0.000420231,0.00001185468,0.0000587643,0.000009463721,0.000005707036,0.00004736014,0.0001899728,0.9991239,0.000004514332],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"other","genre_scores_codex":[0.0003594859,0.3111787,0.0008067241,0.08584615,0.4520967,0.0004684292,0.002745698,0.0006245788,0.1458735],"genre_scores_gemma":[0.003623071,0.2115645,0.001044464,0.09970002,0.203442,0.0006217105,0.003167733,0.0003679049,0.4764687],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.8343316,"threshold_uncertainty_score":0.554216,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03351547821674127,"score_gpt":0.3420787218341109,"score_spread":0.3085632436173696,"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."}}