{"id":"W6923134217","doi":"10.1371/journal.pone.0288851.g001","title":"Map of Riverdale neighbourhood of Hamilton, ON, Canada.","year":2023,"lang":"en","type":"other","venue":"Figshare","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Neighbourhood (mathematics); Population; Work (physics); Context (archaeology); Field (mathematics)","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":[],"consensus_categories":[],"category_scores_codex":[0.0002300661,0.000811577,0.0005802556,0.003320666,0.003866069,0.002428374,0.001204763,0.0006104463,0.2984494],"category_scores_gemma":[0.00137268,0.0004225633,0.0004681225,0.01089441,0.0007524969,0.001100155,0.001512107,0.0009042409,0.06843343],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01211982,"about_ca_system_score_gemma":0.04000485,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9784328,"about_ca_topic_score_gemma":0.9926421,"domain_scores_codex":[0.9995729,0.00002911826,0.00001672851,0.0000601394,0.0001760415,0.0001451311],"domain_scores_gemma":[0.9987281,0.00003565247,0.00003588159,0.00003834725,0.001000522,0.0001614626],"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":[0.00004164513,0.000008990155,0.002558219,0.0004834819,0.00001129515,0.0002096277,0.0006425884,0.0002463397,0.0001560566,0.004512969,0.9590396,0.03208925],"study_design_scores_gemma":[0.00001153909,0.000004124131,0.01301005,0.0002983947,0.00001011931,0.0001138286,0.001693212,0.0001054289,0.00007706385,0.0004826294,0.9841732,0.00002056382],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.004469353,0.003542739,0.001479921,0.002665372,0.000754263,0.0003966099,0.4688688,0.0007903667,0.5170326],"genre_scores_gemma":[0.05951209,0.006281611,0.007782284,0.0009123366,0.0001060747,0.0005159869,0.1906828,0.001087575,0.7331192],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2984494,"threshold_uncertainty_score":0.9984128,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03124381451574793,"score_gpt":0.246300663797683,"score_spread":0.2150568492819351,"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."}}