{"id":"W6950824024","doi":"10.5683/sp3/kypgzk","title":"GIS Resources for Non-Specialists: I Didn't Know We Had That!","year":2004,"lang":"en","type":"dataset","venue":"Borealis","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa; Trent University","funders":"","keywords":"File Transfer Protocol; Presentation (obstetrics); Geographic information system; Work (physics); Key (lock); Data presentation","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.001241137,0.001572463,0.001328912,0.00439431,0.0007551407,0.002777451,0.002647117,0.0008985423,0.1129294],"category_scores_gemma":[0.006428334,0.001207202,0.001171871,0.01105429,0.0003931008,0.002854055,0.002037582,0.001867271,0.1604847],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001850067,"about_ca_system_score_gemma":0.002663831,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.08089414,"about_ca_topic_score_gemma":0.1422214,"domain_scores_codex":[0.9989104,0.0001304185,0.0001466649,0.0002443511,0.0003987149,0.0001694359],"domain_scores_gemma":[0.9961947,0.0004537483,0.0002391682,0.001242031,0.001489961,0.000380458],"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":[0.00001604232,0.000003638733,0.000320178,0.00009478578,0.000005735546,0.000004822864,0.00001976611,0.00004990993,0.00004704568,0.000244201,0.9966993,0.002494592],"study_design_scores_gemma":[0.00002859191,0.000002524386,0.00208884,0.00008349906,0.000009100222,0.00002050521,0.00007439285,0.000107723,0.0002092994,0.0006031041,0.9967576,0.00001484192],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0001036137,0.00004389774,0.0003814648,0.0001388642,0.0000367399,0.00001200395,0.9933919,0.002194835,0.00369666],"genre_scores_gemma":[0.0006530202,0.00006567771,0.001451415,0.00006140072,0.000009567619,0.0000636413,0.9943653,0.001027288,0.00230272],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.1129294,"threshold_uncertainty_score":0.3777864,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02662627649909271,"score_gpt":0.2855090022887132,"score_spread":0.2588827257896205,"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."}}