{"id":"W7156103050","doi":"10.5281/zenodo.19803482","title":"Манітоба [Manitoba]","year":2018,"lang":"uk","type":"book-chapter","venue":"Open MIND","topic":"Rural development and sustainability","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Process (computing); Identification (biology); Product (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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0007037779,0.0005753647,0.0006450687,0.0000235609,0.0006290639,0.00084345,0.001804323,0.0006116666,0.2543085],"category_scores_gemma":[0.00006817702,0.0002379687,0.000251094,0.0001044348,0.0005004518,0.0003617502,0.001363076,0.0003514862,0.02394172],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001580995,"about_ca_system_score_gemma":0.0001166942,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003516026,"about_ca_topic_score_gemma":0.004613299,"domain_scores_codex":[0.9971617,0.00006925968,0.0006347494,0.001103144,0.0004226892,0.0006084636],"domain_scores_gemma":[0.9986832,0.0001384035,0.0003159399,0.0002402301,0.00034409,0.0002781885],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001652526,0.0001210774,0.002505962,0.00002164825,0.0001321957,0.00009718919,0.0005012702,8.624837e-8,0.0009096165,0.001308992,0.02520362,0.9690331],"study_design_scores_gemma":[0.0001626025,0.0004255615,0.01199608,0.0001258822,0.00004873404,0.000008382252,0.001056239,0.000002400632,0.0004736938,0.0114015,0.9735407,0.0007582571],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.3016997,0.0001248246,2.212865e-7,0.001942532,0.0006166194,0.00110822,0.00009507938,0.000003549437,0.6944093],"genre_scores_gemma":[0.1071052,0.0002010662,0.0005702641,0.0001694772,0.001309223,0.00001295905,0.0003205815,0.000005699112,0.8903055],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9682748,"threshold_uncertainty_score":0.9768183,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06406850462770929,"score_gpt":0.2677393571650583,"score_spread":0.203670852537349,"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."}}