{"id":"W4414203243","doi":"10.4095/st000097","title":"SCANFI: Improved Mapping of Canada’s Forests","year":2025,"lang":"en","type":"report","venue":"","topic":"Geographic Information Systems Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"","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":[0.001089921,0.001117871,0.0006783753,0.004676093,0.002398982,0.002657941,0.001967469,0.0007098439,0.03513153],"category_scores_gemma":[0.004445547,0.0006261151,0.0008569093,0.008747839,0.0004962248,0.001368068,0.001361858,0.0009132662,0.006104108],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01440806,"about_ca_system_score_gemma":0.05752775,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9938685,"about_ca_topic_score_gemma":0.9965125,"domain_scores_codex":[0.9987757,0.00006452172,0.00002804338,0.0001243009,0.0007262654,0.000281094],"domain_scores_gemma":[0.9959707,0.000337293,0.00009012013,0.0002927484,0.00290714,0.0004019859],"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":[0.0003478602,0.0001464436,0.03214632,0.0005221108,0.0001377584,0.0001786724,0.001000176,0.01356207,0.004719747,0.007198478,0.7689798,0.1710606],"study_design_scores_gemma":[0.00045442,0.00005764424,0.2084398,0.0004195108,0.0002330026,0.000221051,0.002629712,0.06440921,0.01473159,0.00401449,0.7040892,0.0003002968],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"other","genre_scores_codex":[0.07942812,0.0008611848,0.02802387,0.002875646,0.0003771765,0.0006619899,0.7468057,0.01691283,0.1240536],"genre_scores_gemma":[0.2418018,0.001637435,0.1608096,0.0006165446,0.0001277773,0.0009214552,0.4512891,0.005227429,0.1375688],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.03513153,"threshold_uncertainty_score":0.1175267,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0331611030636718,"score_gpt":0.3009636416850292,"score_spread":0.2678025386213574,"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."}}