{"id":"W6906489745","doi":"10.17616/r31njmi8","title":"Open Data Catalogue - City of Lethbridge","year":2019,"lang":"en","type":"other","venue":"Registry of Research Repositories","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Open data; Open research; Geographic information system; Work (physics)","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","open_science"],"consensus_categories":["open_science"],"category_scores_codex":[0.004595956,0.0004547412,0.001426277,0.0006939926,0.0001362935,0.0003171522,0.0147755,0.0007661176,0.0002375394],"category_scores_gemma":[0.003709559,0.0004331758,0.0001286674,0.001181298,0.003175399,0.0004447023,0.01428998,0.001295255,0.000510876],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002141418,"about_ca_system_score_gemma":0.002608037,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1112241,"about_ca_topic_score_gemma":0.002091754,"domain_scores_codex":[0.9926729,0.000875887,0.0008332476,0.00152751,0.00326238,0.0008281212],"domain_scores_gemma":[0.9840634,0.0006359021,0.001429848,0.01264889,0.0009857925,0.0002361547],"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":[0.0002413217,0.0002103721,0.004661191,0.002853348,0.0004877384,0.00010599,0.00008904974,2.914815e-7,0.004420686,0.001291319,0.9855078,0.0001309344],"study_design_scores_gemma":[0.0005040939,0.0001787305,0.0005612714,0.002408926,0.00005688853,0.00005563748,0.000252479,0.000004226529,0.01478656,0.00006096676,0.9807674,0.0003627822],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0005293664,0.004919792,0.00001439429,0.0001514662,0.001118914,0.002163307,0.02247668,0.0001591988,0.9684669],"genre_scores_gemma":[0.009642451,0.0002933921,0.001346263,0.00000153698,0.001327128,0.00004276641,0.00554994,0.00107348,0.980723],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1091324,"threshold_uncertainty_score":0.999812,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2886601987588601,"score_gpt":0.484158477966509,"score_spread":0.195498279207649,"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."}}