{"id":"W2499746890","doi":"10.1016/s0967-0653(97)84822-3","title":"10.1016/s0967-0653(97)84822-3","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Marine Biology and Ecology Research","field":"Earth and Planetary Sciences","cited_by":217,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Benthic zone; Ecology; Hydroid (botany); Biology; Geography; Environmental science; Oceanography; 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":[0.001357515,0.004275313,0.002988123,0.003368743,0.003032233,0.005825754,0.004466662,0.005450802,0.9916357],"category_scores_gemma":[0.002033775,0.00154405,0.001887767,0.004238531,0.00283862,0.007730025,0.004539962,0.003296333,0.9937028],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00132164,"about_ca_system_score_gemma":0.001206958,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004800415,"about_ca_topic_score_gemma":0.005159374,"domain_scores_codex":[0.9992757,0.0000518275,0.00005061711,0.0002749797,0.000198123,0.0001486847],"domain_scores_gemma":[0.9969596,0.000708263,0.0001912183,0.0003393216,0.0006112961,0.0011903],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002777701,0.0001766199,0.0004673732,0.0006161358,0.00003338288,0.0001775539,0.00007633885,0.0004052009,0.001324098,0.004107853,0.6114342,0.3809035],"study_design_scores_gemma":[0.00007599958,0.000121608,0.0005836203,0.0003876785,0.00001313603,0.0001920201,0.00008818477,0.000202799,0.0002076922,0.000633159,0.9974632,0.00003087027],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0002347587,0.0003409034,0.0004613087,0.0002662682,0.0004203982,0.0001060328,0.001047951,0.001037964,0.9960845],"genre_scores_gemma":[0.0002851812,0.0001890169,0.0001982479,0.0001767385,0.0001117182,0.00006262689,0.0003741276,0.0002257764,0.9983766],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.00836432,"threshold_uncertainty_score":0.01193058,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01079786517627813,"score_gpt":0.1839004131087104,"score_spread":0.1731025479324322,"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."}}