{"id":"W4406464489","doi":"10.1016/0967-0653(93)95598-z","title":"10.1016/0967-0653(93)95598-z","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":"Mucilage; Ecology; Environmental science; Oceanography; Biology; Geology","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":[0.001365003,0.00312696,0.002187912,0.002875451,0.003011597,0.003938769,0.003579913,0.005577018,0.9903224],"category_scores_gemma":[0.001819303,0.001270112,0.001674508,0.002437067,0.002607561,0.006122123,0.003717604,0.002884025,0.992407],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001126777,"about_ca_system_score_gemma":0.0008811317,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00448177,"about_ca_topic_score_gemma":0.003511088,"domain_scores_codex":[0.9993066,0.00004496938,0.00006257442,0.0002550563,0.0001628816,0.0001680259],"domain_scores_gemma":[0.9975913,0.0006021811,0.0001415003,0.0002675031,0.0004741204,0.0009234484],"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":[0.0004972281,0.0003566556,0.001196434,0.00073333,0.00006074856,0.0003753665,0.0001524919,0.0005288903,0.003259722,0.004968112,0.3519026,0.6359684],"study_design_scores_gemma":[0.00009156166,0.000218085,0.001311857,0.0005623733,0.00002748233,0.0005692038,0.000216167,0.0002493035,0.0005550825,0.0009327567,0.9952291,0.00003713091],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0006832506,0.0004481006,0.0007939653,0.0005940882,0.0003994064,0.00015958,0.0008321177,0.0009613942,0.995128],"genre_scores_gemma":[0.0007774351,0.0002683483,0.0004252617,0.0003426513,0.0001062144,0.00007909615,0.0004213262,0.0001886027,0.9973911],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.009677589,"threshold_uncertainty_score":0.0138039,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004746349360357847,"score_gpt":0.1608881617525925,"score_spread":0.1561418123922347,"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."}}