{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0007777728,0.001177239,0.0007115283,0.002331249,0.001429212,0.003913643,0.00117193,0.002734198,0.9637066],"category_scores_gemma":[0.001094521,0.0003840214,0.0004959737,0.001984961,0.0009114888,0.001990384,0.00172122,0.001270893,0.9590706],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001189023,"about_ca_system_score_gemma":0.0007289193,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005151034,"about_ca_topic_score_gemma":0.005853609,"domain_scores_codex":[0.9994853,0.00005045233,0.0000440939,0.0001644779,0.0001545357,0.0001011746],"domain_scores_gemma":[0.9988961,0.0001884008,0.00006215467,0.0001572416,0.0003875569,0.0003084128],"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":[0.0003118334,0.0003483161,0.001275008,0.0003861051,0.00002155035,0.0003096515,0.0001041711,0.0003944104,0.003916691,0.005817123,0.2652943,0.7218208],"study_design_scores_gemma":[0.00004635788,0.00003966384,0.001349896,0.0001999469,0.00001116658,0.0003133937,0.0001156634,0.000520225,0.0006442483,0.0007625362,0.9959752,0.00002165828],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002527843,0.0008039168,0.002370275,0.001042488,0.001303874,0.0001398946,0.00225809,0.001892724,0.9876609],"genre_scores_gemma":[0.005273542,0.0003244096,0.001422157,0.0003744512,0.0001627742,0.00005139655,0.0009797788,0.000301934,0.9911095],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.03629345,"threshold_uncertainty_score":0.05176818,"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."}}