{"id":"W6886037521","doi":"10.14288/1.0394922","title":"Geodisy : An open-source spatial data discovery platform","year":2020,"lang":"en","type":"article","venue":"cIRcle (University of British Columbia)","topic":"Geographic Information Systems Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Discoverability; Metadata; Geospatial analysis; Interoperability; Open data; Software; Data discovery; Pipeline (software); Data access; Data sharing","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":["open_science"],"consensus_categories":[],"category_scores_codex":[0.005495669,0.001812667,0.001686182,0.006213973,0.003191234,0.008928933,0.006536908,0.002344895,0.1063575],"category_scores_gemma":[0.0226278,0.001453648,0.002213903,0.009776289,0.001590086,0.01157531,0.01504822,0.003812639,0.08002246],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004632141,"about_ca_system_score_gemma":0.01703957,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1443889,"about_ca_topic_score_gemma":0.2059641,"domain_scores_codex":[0.9950998,0.0004980616,0.0002794006,0.0006165885,0.003067579,0.0004385902],"domain_scores_gemma":[0.9876707,0.001982297,0.0004794056,0.003014238,0.004552249,0.002301126],"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":[0.0001522726,0.00002494477,0.0006782701,0.0003836164,0.0000614475,0.0001303001,0.0003964853,0.0007607516,0.0009872415,0.01146533,0.9390103,0.04594909],"study_design_scores_gemma":[0.0000569326,0.000009490985,0.000697689,0.0001465384,0.00001868899,0.00005123135,0.0002529608,0.00252174,0.001074189,0.01333925,0.9817524,0.00007895404],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"software","genre_scores_codex":[0.001940451,0.001281283,0.1738613,0.007322675,0.002146264,0.000961144,0.4056105,0.330865,0.07601137],"genre_scores_gemma":[0.01301479,0.001499577,0.2520881,0.002327366,0.0004243707,0.001418691,0.600378,0.06498943,0.06385964],"genre_candidate":"software","genre_consensus":null,"teacher_disagreement_score":0.9934631,"threshold_uncertainty_score":0.3558012,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04685275087686552,"score_gpt":0.2391912558655218,"score_spread":0.1923385049886563,"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."}}