{"id":"W4411618090","doi":"10.51847/ahcljnar0c","title":"10.51847/AHCLjnar0c","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Plant Ecology and Soil Science","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Cover (algebra); Land cover; Landscape ecology; Ecology; Geography; Land use; Environmental resource management; Environmental science; Biology; Engineering; Habitat","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.0001690925,0.00006889681,0.00007080372,0.00001309836,0.0001217733,0.00001270014,0.0002749696,0.0000430853,0.9987513],"category_scores_gemma":[0.00001611512,0.00006191154,0.00002054791,0.0001761245,0.0000970846,0.0001173944,0.00006113823,0.00005419739,0.9977164],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003849443,"about_ca_system_score_gemma":0.000004663624,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004040808,"about_ca_topic_score_gemma":0.000002675104,"domain_scores_codex":[0.9993004,0.00002444374,0.00007871151,0.0002087774,0.0001365903,0.000251129],"domain_scores_gemma":[0.9996717,0.00003046733,0.00001104721,0.000155047,0.000001458689,0.0001302926],"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":[0.00002584238,0.00004099783,0.00006280585,3.966947e-7,0.000002018878,0.00001574486,0.00002686925,0.001052142,0.0004164585,0.00000145379,0.07799768,0.9203576],"study_design_scores_gemma":[0.00005671299,0.00005646875,0.008086343,0.000001319454,0.000002233347,0.00001313989,2.991225e-7,0.0004505692,0.00002985845,0.00001173478,0.9911963,0.00009498731],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.05325081,0.000002839888,3.236967e-7,0.0003980609,0.000002281606,0.00006702943,0.000004381574,0.00005001408,0.9462243],"genre_scores_gemma":[0.006472292,2.021122e-7,0.0001007241,0.0002583363,0.00001631112,0.000006722283,0.000002566826,0.000003617062,0.9931392],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9202626,"threshold_uncertainty_score":0.2524679,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003702642410635967,"score_gpt":0.1557127999750833,"score_spread":0.1520101575644474,"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."}}