{"id":"W4406446420","doi":"10.1016/s0967-0653(97)88874-6","title":"10.1016/s0967-0653(97)88874-6","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":"Ceramiales; Bay; Fishery; Rhodomelaceae; Biology; Zoology; Botany; Oceanography; Algae; Taxonomy (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":[0.001399171,0.003382661,0.002495112,0.003301677,0.002915567,0.004831292,0.004305921,0.006726961,0.9909706],"category_scores_gemma":[0.002046228,0.001275552,0.001806605,0.003154595,0.002433838,0.006818612,0.004122114,0.003301098,0.9945856],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001324442,"about_ca_system_score_gemma":0.001247462,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004809661,"about_ca_topic_score_gemma":0.004130465,"domain_scores_codex":[0.999256,0.00004524542,0.00006448715,0.0002801087,0.0001871274,0.0001671454],"domain_scores_gemma":[0.9970975,0.0006473381,0.000208313,0.0003407896,0.0006916948,0.001014404],"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":[0.0003590102,0.0002197228,0.0007997002,0.0006211952,0.00004347847,0.0002353453,0.0001295995,0.000429579,0.00175701,0.004779999,0.4003863,0.590239],"study_design_scores_gemma":[0.00006143517,0.0001232339,0.0006921496,0.000411968,0.00001669359,0.0003333625,0.0001346236,0.0001698682,0.000259189,0.0005366947,0.9972332,0.00002774365],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0003856909,0.000439027,0.0006184038,0.0004322089,0.0003616821,0.0001199506,0.0007322795,0.0008998481,0.9960109],"genre_scores_gemma":[0.0004097814,0.0001917349,0.0002707609,0.0002067413,0.00007215826,0.00005948111,0.0003135217,0.0001546843,0.9983211],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.009029388,"threshold_uncertainty_score":0.01287925,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007094984344987705,"score_gpt":0.1519638881619875,"score_spread":0.1448689038169998,"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."}}