{"id":"W4406516633","doi":"10.1016/s0967-0653(97)81208-2","title":"10.1016/s0967-0653(97)81208-2","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Marine and coastal plant biology","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Shetland; George (robot); Kelp; Limpet; Oceanography; Kelp forest; Geography; Fishery; Biology; Ecology; Geology; Art; Intertidal zone","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":[0.001446224,0.003672326,0.002571378,0.003288211,0.003142246,0.004937184,0.004446096,0.007037863,0.9910903],"category_scores_gemma":[0.001985545,0.001369944,0.001903309,0.003201212,0.002680143,0.007414411,0.00412647,0.003644685,0.9943278],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001443242,"about_ca_system_score_gemma":0.001281117,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005186134,"about_ca_topic_score_gemma":0.004380036,"domain_scores_codex":[0.9992141,0.00004819618,0.0000668721,0.0003147371,0.0001824142,0.0001737683],"domain_scores_gemma":[0.9972778,0.0006251899,0.0001829069,0.0003194964,0.0006357038,0.0009588749],"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":[0.0004228659,0.0002447987,0.0008753155,0.0007087348,0.00004617436,0.0002664742,0.0001435241,0.0004868086,0.001950819,0.005696571,0.4104239,0.578734],"study_design_scores_gemma":[0.00006591648,0.0001341091,0.0006562053,0.0004398577,0.00001707185,0.0003669494,0.0001454002,0.0001885445,0.0002619696,0.0005472398,0.9971479,0.00002889758],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0004241409,0.0004428308,0.0006479979,0.0004421116,0.0003914782,0.0001303918,0.0007859237,0.0009049913,0.9958301],"genre_scores_gemma":[0.0004128378,0.000203164,0.0002954367,0.000228564,0.0000746099,0.00006803643,0.0003173508,0.0001558567,0.9982443],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.008909702,"threshold_uncertainty_score":0.01270854,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007171697914696738,"score_gpt":0.1521625209077457,"score_spread":0.1449908229930489,"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."}}