{"id":"W4408215241","doi":"10.15353/acmla.n174.6015","title":"Woods, Water, and Meadows","year":2024,"lang":"en","type":"article","venue":"Bulletin - Association of Canadian Map Libraries and Archives (ACMLA)","topic":"Canadian Identity and History","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Mount Saint Vincent University","funders":"","keywords":"Environmental science; Geography; Hydrology (agriculture); Forestry; Geology; Geotechnical engineering","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.0004340554,0.000284372,0.0002129915,0.001712341,0.01118261,0.004392397,0.0007856484,0.0003585872,0.005589962],"category_scores_gemma":[0.0009221951,0.0001459309,0.0001641404,0.003213727,0.007299972,0.001690253,0.002255694,0.0004377265,0.0003260961],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01662453,"about_ca_system_score_gemma":0.02623504,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.9483194,"about_ca_topic_score_gemma":0.9893735,"domain_scores_codex":[0.9993844,0.00009767792,0.00001439969,0.00008851943,0.000187154,0.000227824],"domain_scores_gemma":[0.9996693,0.00003380922,0.00003916392,0.00003474563,0.0001400644,0.0000828701],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001700279,0.00003462875,0.07198725,0.0004701036,0.00007268337,0.00241531,0.1988035,0.001111898,0.003320233,0.3489999,0.03029783,0.3423167],"study_design_scores_gemma":[0.000004170578,0.00001869348,0.1161656,0.0003582112,0.00003638741,0.00044237,0.2276569,0.0001817466,0.0007719353,0.008041736,0.6462688,0.00005344192],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.5110658,0.015,0.005436371,0.006739135,0.0002940725,0.00008860404,0.001393431,0.0001884736,0.4597942],"genre_scores_gemma":[0.9482257,0.003604197,0.002708015,0.0003049692,0.00001446521,0.00001436326,0.0001809759,0.00003537156,0.04491191],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9483194,"threshold_uncertainty_score":0.12062,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00629369876817599,"score_gpt":0.1803019080100884,"score_spread":0.1740082092419124,"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."}}