{"id":"W6940196336","doi":"10.6084/m9.figshare.19166671","title":"Additional file 1 of Operationalising the 20-minute neighbourhood","year":2022,"lang":"en","type":"article","venue":"Figshare","topic":"Mycorrhizal Fungi and Plant Interactions","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"","keywords":"Neighbourhood (mathematics); Work (physics); Data collection; Context (archaeology)","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001437154,0.0007966062,0.0008575676,0.002231071,0.000786013,0.002074929,0.00148052,0.0008218587,0.7829037],"category_scores_gemma":[0.02617088,0.0004711835,0.0005399346,0.004599154,0.0002848512,0.001769552,0.001388047,0.0008374306,0.2796679],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001011727,"about_ca_system_score_gemma":0.001623368,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01703288,"about_ca_topic_score_gemma":0.02336722,"domain_scores_codex":[0.9990509,0.0002014269,0.0001196817,0.0002448215,0.0002526089,0.0001305723],"domain_scores_gemma":[0.9878137,0.007849846,0.0005457606,0.001132763,0.002220918,0.0004369512],"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":[0.0001182732,0.00002425672,0.001778398,0.0004861716,0.00001158361,0.00002115014,0.00006412871,0.0003024205,0.00006063316,0.000829605,0.9906474,0.005655991],"study_design_scores_gemma":[0.0004175684,0.00006455216,0.01774494,0.0008415071,0.00004396533,0.0001408154,0.0004805548,0.0009433308,0.0004938773,0.008049978,0.9707013,0.00007757873],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"other","genre_scores_codex":[0.0001948063,0.00001418716,0.0004352882,0.0000469453,0.00001974249,0.00005999473,0.9958532,0.0004785518,0.002897346],"genre_scores_gemma":[0.007886659,0.00008625134,0.004180454,0.000264119,0.00004730909,0.001155473,0.9717054,0.002245615,0.01242874],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.7829037,"threshold_uncertainty_score":0.3096615,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02145140486107941,"score_gpt":0.1935488179217503,"score_spread":0.1720974130606709,"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."}}