{"id":"W6913161033","doi":"10.5446/44718","title":"Urban mobility across Oceania","year":2019,"lang":"en","type":"other","venue":"TIB KMO / FLOWWORKS GmbH","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Geospatial analysis; Session (web analytics); Social media; Quarter (Canadian coin); Census","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","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.001029048,0.001430347,0.001617922,0.0003311239,0.0001603433,0.000259219,0.001759081,0.002312249,0.01924022],"category_scores_gemma":[0.0001845062,0.001407809,0.0005916701,0.0008855733,0.0004917954,0.0001636871,0.0006761556,0.001834435,0.2358461],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000596631,"about_ca_system_score_gemma":0.0002541333,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006202729,"about_ca_topic_score_gemma":0.001494652,"domain_scores_codex":[0.993871,0.0002988284,0.0007818138,0.002005218,0.001153447,0.001889695],"domain_scores_gemma":[0.9943175,0.0001567538,0.0006897931,0.004236165,0.0001425308,0.0004572181],"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":[0.00009850195,0.0003148036,0.00249744,0.0002675142,0.0003143094,0.00004206241,0.0003978347,0.00002551027,0.00008897032,0.0001563167,0.9944735,0.001323212],"study_design_scores_gemma":[0.001317705,0.00007347237,0.001529406,0.0006717963,0.0001366784,0.0000163692,0.00007532942,0.0002513212,0.0000418546,0.00005426763,0.9942968,0.00153503],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002208018,0.00481692,0.0001508989,0.000047532,0.003520766,0.002536599,0.00327526,0.003804549,0.9796395],"genre_scores_gemma":[0.0114489,0.00006080391,0.0004181809,0.0002230302,0.002801655,0.00007624539,0.0007195447,0.00611139,0.9781402],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2166059,"threshold_uncertainty_score":0.9998447,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01085007957596521,"score_gpt":0.275347348619721,"score_spread":0.2644972690437558,"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."}}