{"id":"W7005799526","doi":"","title":"Scholars GeoPortal: A New Platform for Geospatial Data Discovery, Exploration and Access in Ontario Universities","year":2012,"lang":"en","type":"article","venue":"Scholarship@Western (Western University)","topic":"Phytochemistry and Biological Activities","field":"Agricultural and Biological Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Geospatial analysis; Metadata; Government (linguistics); Geospatial PDF; Set (abstract data type); Geospatial metadata; Web Coverage Service","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":[0.003531091,0.0003444655,0.0003912438,0.004229623,0.007588199,0.006510861,0.001650632,0.0009027537,0.01732063],"category_scores_gemma":[0.006096331,0.0006745488,0.0005394616,0.01220847,0.00231498,0.00460861,0.006771313,0.0006040247,0.004140984],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02619237,"about_ca_system_score_gemma":0.07986164,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8587051,"about_ca_topic_score_gemma":0.919817,"domain_scores_codex":[0.9975172,0.0003369572,0.0001766088,0.0002474743,0.00129933,0.0004224194],"domain_scores_gemma":[0.9936774,0.0005426189,0.0003647276,0.001253498,0.001911628,0.00225003],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0006391672,0.0003199614,0.06061771,0.0008112239,0.00005472666,0.00200115,0.03965361,0.002798827,0.01233634,0.108657,0.3762405,0.3958699],"study_design_scores_gemma":[0.00005775879,0.00003558531,0.02213658,0.000098934,0.00001426012,0.0001539447,0.005960791,0.002394165,0.001417938,0.004884351,0.9627628,0.00008289391],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"software","genre_scores_codex":[0.2475373,0.002594556,0.1118747,0.02632594,0.0007346154,0.004781458,0.04496961,0.03082096,0.5303609],"genre_scores_gemma":[0.4145735,0.004229315,0.2335467,0.001252208,0.0003061684,0.002228491,0.03375253,0.003121293,0.3069898],"genre_candidate":"software","genre_consensus":null,"teacher_disagreement_score":0.1412949,"threshold_uncertainty_score":0.284254,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2621930476290404,"score_gpt":0.3266130836553137,"score_spread":0.06442003602627328,"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."}}