{"id":"W4253083329","doi":"10.2307/3219171","title":"Running with Rover","year":2002,"lang":"en","type":"article","venue":"Mathematics Magazine","topic":"Rangeland Management and Livestock Ecology","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Okanagan University College","funders":"","keywords":"Mathematics; Mathematics education","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":[0.0003712975,0.0009854697,0.0004807454,0.000719986,0.003849828,0.004485558,0.0004406498,0.000992762,0.3223352],"category_scores_gemma":[0.001116065,0.0002552966,0.0002996789,0.0005541714,0.0007091839,0.002461122,0.001758204,0.001786824,0.1891474],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006582616,"about_ca_system_score_gemma":0.0007576214,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003009516,"about_ca_topic_score_gemma":0.01576175,"domain_scores_codex":[0.9997342,0.00004693808,0.00001132665,0.00006843467,0.00008986719,0.00004915533],"domain_scores_gemma":[0.9994615,0.00004709914,0.00002657929,0.0000526434,0.0001870733,0.0002251116],"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":[0.00002472241,0.00003568985,0.0003575171,0.00003294918,0.000003891435,0.00005574439,0.0004045361,0.00004927069,0.0005568124,0.006603694,0.8822623,0.1096129],"study_design_scores_gemma":[0.000001004875,0.00001232975,0.0003121606,0.00001190247,0.000001365496,0.00003981209,0.000178559,0.00002965886,0.0000489933,0.0005503138,0.9988117,0.000002155826],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.002218257,0.00306415,0.00318204,0.01531837,0.0114295,0.00003525575,0.0001662854,0.00103187,0.9635543],"genre_scores_gemma":[0.003871798,0.0009835676,0.0007609026,0.001785094,0.001671863,0.00001294289,0.0001021807,0.000228583,0.9905831],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.3223352,"threshold_uncertainty_score":0.9666066,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01069617543889201,"score_gpt":0.1778397449601637,"score_spread":0.1671435695212717,"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."}}