{"id":"W2974520653","doi":"10.1080/01490419.2019.1666758","title":"Development of a User-Centred Web-Mapping Application for Ocean Modellers","year":2019,"lang":"en","type":"article","venue":"Marine Geodesy","topic":"Geographic Information Systems Studies","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; University of New Brunswick","funders":"","keywords":"Domain (mathematical analysis); Software walkthrough; Computer science; World Wide Web; User interface; Software; Software development","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":[0.005225941,0.000758219,0.0005862201,0.001386896,0.0008917758,0.002099602,0.002204329,0.001304529,0.003503557],"category_scores_gemma":[0.01377772,0.0007157646,0.000609278,0.0004582902,0.0005287976,0.002056233,0.002290328,0.001051338,0.001612538],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007103115,"about_ca_system_score_gemma":0.001931342,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001909999,"about_ca_topic_score_gemma":0.00287639,"domain_scores_codex":[0.9971712,0.001263107,0.0002200508,0.0003981194,0.0007913125,0.0001562624],"domain_scores_gemma":[0.9906964,0.005015077,0.0002755634,0.001280117,0.001994542,0.0007382696],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.001437573,0.003667816,0.02163718,0.002326577,0.0001512174,0.005982674,0.03845847,0.01480708,0.2451477,0.0032497,0.014223,0.6489111],"study_design_scores_gemma":[0.001442743,0.005505879,0.07336013,0.001820229,0.0003906949,0.007785134,0.01767192,0.2343414,0.234101,0.005899948,0.4165355,0.00114534],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.3269433,0.0001312791,0.6317008,0.0006273076,0.0001078004,0.00603772,0.0006209111,0.0234194,0.01041162],"genre_scores_gemma":[0.2533903,0.0001445718,0.7323708,0.0002470919,0.00002802676,0.002366109,0.001234344,0.002272081,0.007946735],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.005225941,"threshold_uncertainty_score":0.02763778,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02634603689213889,"score_gpt":0.2558665858098854,"score_spread":0.2295205489177465,"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."}}