{"id":"W4406419886","doi":"10.1016/0967-0653(96)80395-h","title":"10.1016/0967-0653(96)80395-h","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Diatoms and Algae Research","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Pelagic zone; Diatom; In situ; Oceanography; Environmental science; Geology; Geography; Meteorology","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":[0.0008924885,0.002294591,0.001682345,0.002099216,0.002545295,0.003426048,0.00293124,0.004365925,0.9891076],"category_scores_gemma":[0.001219113,0.0009097955,0.001375675,0.001981245,0.00196261,0.003907976,0.002881984,0.002057923,0.9914405],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009066379,"about_ca_system_score_gemma":0.0007652157,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004440089,"about_ca_topic_score_gemma":0.003562819,"domain_scores_codex":[0.9995726,0.00002681493,0.00003287151,0.0001599724,0.0001092415,0.00009850623],"domain_scores_gemma":[0.9983484,0.0003819006,0.00008874794,0.0001969205,0.0003772647,0.0006067291],"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":[0.0004118923,0.0002162627,0.0007271174,0.0006156247,0.00004123669,0.0002434749,0.0001250651,0.0003755325,0.002978527,0.004621004,0.4338795,0.5557647],"study_design_scores_gemma":[0.00004872466,0.0001122128,0.0007658158,0.0002413526,0.00001222456,0.0002725729,0.0001281979,0.0001398149,0.0003848106,0.0005581312,0.9973161,0.00002014049],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0004651046,0.000306276,0.0005846064,0.0003632324,0.0003244838,0.0001154705,0.000630395,0.0008195367,0.9963909],"genre_scores_gemma":[0.0005186957,0.0001657981,0.0002265343,0.0001532162,0.00005855068,0.00004027858,0.0002810867,0.0001213647,0.9984345],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.01089239,"threshold_uncertainty_score":0.01553661,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01030289082863237,"score_gpt":0.2142872644570684,"score_spread":0.203984373628436,"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."}}