{"id":"W2804044978","doi":"10.4401/ag-7512","title":"Building Bridges through Science: Increased Geoscience Engagement with Canada’s Northern Communities","year":2018,"lang":"en","type":"article","venue":"Annals of Geophysics","topic":"Geotourism and Geoheritage Conservation","field":"Earth and Planetary Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Geological Survey of Canada; Natural Resources Canada","funders":"","keywords":"Earth science; 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":[0.007845994,0.0003505298,0.0004552322,0.001939491,0.05965487,0.01248821,0.002313893,0.002827947,0.01066598],"category_scores_gemma":[0.008927342,0.0003504053,0.0003438814,0.002534796,0.01027429,0.003961646,0.02140953,0.004500465,0.0005858796],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.05289404,"about_ca_system_score_gemma":0.1928756,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9143379,"about_ca_topic_score_gemma":0.9772509,"domain_scores_codex":[0.9931157,0.002233914,0.00008667264,0.0005292448,0.00139192,0.002642587],"domain_scores_gemma":[0.9763131,0.002548719,0.000554121,0.0005983677,0.003734085,0.01625158],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001324712,0.0002241542,0.02111614,0.0001660763,0.00003451539,0.002309911,0.754733,0.0002305115,0.00193723,0.02586371,0.09312824,0.100124],"study_design_scores_gemma":[0.00002626987,0.00004614047,0.01007414,0.0001800748,0.00001494527,0.0001895913,0.5925295,0.0001706493,0.0003125881,0.004717755,0.3916875,0.00005081917],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6259246,0.002462991,0.002253328,0.1187302,0.001080397,0.0003199271,0.0003739545,0.000176921,0.2486777],"genre_scores_gemma":[0.9519759,0.00104776,0.002536195,0.01226479,0.00008941381,0.0001227796,0.0001754244,0.00007323762,0.0317144],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08566207,"threshold_uncertainty_score":0.3837749,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04992241280163037,"score_gpt":0.2634687021990305,"score_spread":0.2135462893974001,"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."}}