{"id":"W4409585772","doi":"10.1080/02722011.2025.2479398","title":"Keeping Watch Over Prince Edward Island’s Coastline","year":2025,"lang":"en","type":"article","venue":"The American Review of Canadian Studies","topic":"American Environmental and Regional History","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Prince Edward Island","funders":"","keywords":"Oceanography; History; Geography; Archaeology; Geology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001260048,0.0002841539,0.000254794,0.001045309,0.002956678,0.003870296,0.0007332461,0.001287385,0.006375358],"category_scores_gemma":[0.00311436,0.0001744217,0.000175289,0.001582225,0.002723836,0.002256132,0.001215711,0.002273947,0.002158546],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005389849,"about_ca_system_score_gemma":0.01763581,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.54932,"about_ca_topic_score_gemma":0.6775554,"domain_scores_codex":[0.9994329,0.0001349828,0.00004244353,0.00006622044,0.0002045829,0.0001189261],"domain_scores_gemma":[0.9964017,0.0005014502,0.0001548907,0.0001351554,0.002390146,0.0004167837],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"qualitative","study_design_scores_codex":[0.00003006761,0.000008978066,0.005591304,0.001637071,0.00004576821,0.0003752929,0.005227764,0.0001029393,0.000355706,0.01549709,0.7792493,0.1918787],"study_design_scores_gemma":[0.000001809778,0.00000682755,0.00692402,0.001130591,0.00001448855,0.00006807315,0.003959028,0.00000631559,0.00008030988,0.0005450074,0.9872551,0.000008434614],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.009705969,0.6086032,0.0003246795,0.2428525,0.01733365,0.00001887725,0.0004941207,0.00006488705,0.1206022],"genre_scores_gemma":[0.08526025,0.7024814,0.0006243671,0.0721785,0.004428456,0.000027464,0.0004222246,0.00006600737,0.1345113],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.45068,"threshold_uncertainty_score":0.9066682,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01169914934774617,"score_gpt":0.2626638404395747,"score_spread":0.2509646910918285,"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."}}