{"id":"W4406514038","doi":"10.1016/s0967-0653(97)86229-1","title":"10.1016/s0967-0653(97)86229-1","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Microbial Community Ecology and Physiology","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Ecology; Geography; Biology","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":[0.001434377,0.003175741,0.002291716,0.002977574,0.002670937,0.004199082,0.003843161,0.00590731,0.9903421],"category_scores_gemma":[0.001941527,0.001174347,0.001812514,0.002647558,0.002278763,0.006340709,0.00355842,0.003081617,0.992942],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001225799,"about_ca_system_score_gemma":0.001121244,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003972785,"about_ca_topic_score_gemma":0.003146014,"domain_scores_codex":[0.9992686,0.00004925135,0.0000667356,0.0002595056,0.0001889757,0.0001669611],"domain_scores_gemma":[0.9972889,0.0006357961,0.0001868726,0.0003051351,0.0005758984,0.001007377],"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":[0.0004229266,0.0002671219,0.0007754964,0.0006894793,0.00004821319,0.0002479189,0.0001177906,0.0004401118,0.002289086,0.004899767,0.3580187,0.6317833],"study_design_scores_gemma":[0.00007001832,0.000155096,0.0007621935,0.0004193021,0.00001828175,0.000378496,0.0001294476,0.0002028471,0.0003742735,0.000620533,0.9968405,0.00002902335],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0005087405,0.0004781672,0.000835892,0.0005311439,0.0004303634,0.000151406,0.00079843,0.0009784237,0.9952874],"genre_scores_gemma":[0.00049404,0.0002125878,0.0003673493,0.000241646,0.00008759035,0.00007012047,0.0003393469,0.0001552134,0.9980322],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.00965786,"threshold_uncertainty_score":0.01377571,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006306769567029841,"score_gpt":0.1693184239963188,"score_spread":0.163011654429289,"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."}}