{"id":"W4406504614","doi":"10.1016/s0967-0653(97)89524-5","title":"10.1016/s0967-0653(97)89524-5","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Marine and environmental studies","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Fouling; In situ; Colonization; Current (fluid); Flow (mathematics); Environmental science; Chemistry; Mechanics; Biology; Ecology; Geology; Oceanography; Physics; Membrane; Biochemistry","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":[0.001364153,0.003437532,0.002374659,0.003351084,0.003059412,0.00484862,0.004378024,0.006874311,0.9913],"category_scores_gemma":[0.002086902,0.001319831,0.001907726,0.003284035,0.002469485,0.006903577,0.003988425,0.003258365,0.9949361],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001421522,"about_ca_system_score_gemma":0.00125961,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005922888,"about_ca_topic_score_gemma":0.005105112,"domain_scores_codex":[0.9992263,0.00004900616,0.00006865445,0.0002915574,0.0001921721,0.0001724096],"domain_scores_gemma":[0.9972457,0.0006682521,0.0001887672,0.0003527441,0.0006815833,0.0008629877],"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":[0.0003774689,0.0002410826,0.0009839035,0.0006275081,0.00004506396,0.0002620383,0.0001318717,0.0004615472,0.001887781,0.005649477,0.416746,0.5725863],"study_design_scores_gemma":[0.00006741035,0.0001317724,0.0007467843,0.0004375208,0.00001842622,0.0003663442,0.0001374854,0.0001852716,0.0002909905,0.0005548391,0.9970324,0.00003080507],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0004018503,0.0003501819,0.0005836845,0.0003593525,0.0002985989,0.0001112493,0.0008119345,0.00089633,0.9961869],"genre_scores_gemma":[0.0004677815,0.0001773694,0.00029731,0.0002069571,0.00006712938,0.00006162489,0.0003700335,0.0001784531,0.9981735],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.008699954,"threshold_uncertainty_score":0.01240945,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006405409482093046,"score_gpt":0.1394006827962641,"score_spread":0.132995273314171,"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."}}