{"id":"W6986953991","doi":"","title":"Reviews: Immigrant Gone To Heaven: Dutch Polder to Canada's Frontier (Vermeer, K.); New(Ish) and Interesting Books; The Ocean's Whistleblower: The Remarkable Life and Work Of Daniel Pauly (Gremillet, D.); New Zealand Birds: A Natural History (Wilson, K.-J.)","year":2025,"lang":"en","type":"article","venue":"Digital Commons - University of South Florida (University of South Florida)","topic":"Travel Writing and Literature","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Frontier; Immigration; Work (physics)","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":[],"consensus_categories":[],"category_scores_codex":[0.001029505,0.001434924,0.001803521,0.003383555,0.001647135,0.00385203,0.001371777,0.002439747,0.04465168],"category_scores_gemma":[0.005008801,0.0004056034,0.0006753281,0.00911928,0.001441821,0.00234507,0.001251125,0.002292996,0.01660883],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00604164,"about_ca_system_score_gemma":0.01154438,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1475932,"about_ca_topic_score_gemma":0.3028025,"domain_scores_codex":[0.999211,0.0001080742,0.00007236211,0.0000833482,0.000431191,0.0000941124],"domain_scores_gemma":[0.9961652,0.0008765968,0.0002786672,0.00006205357,0.002066121,0.0005512739],"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":[0.00001414926,0.000005455993,0.00005482205,0.003862046,0.00001006029,0.000024227,0.0001161651,0.0000218652,0.00003228803,0.0003390445,0.9637156,0.03180432],"study_design_scores_gemma":[0.0000066339,0.000008110038,0.0009508933,0.006906806,0.00002615225,0.00007883058,0.0004318614,0.000006224756,0.00002244249,0.0002027156,0.9913481,0.0000113466],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00008700958,0.9695917,0.00003972382,0.006892608,0.01477379,0.00002327512,0.0004066714,0.0000241096,0.008161128],"genre_scores_gemma":[0.0009149549,0.964822,0.00008870385,0.005943659,0.004308967,0.00004013576,0.0003993505,0.00002213255,0.02346019],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8524067,"threshold_uncertainty_score":0.2934683,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01294676804507433,"score_gpt":0.1637655567885822,"score_spread":0.1508187887435078,"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."}}