{"id":"W4406415618","doi":"10.1016/s0967-0653(97)88948-x","title":"10.1016/s0967-0653(97)88948-x","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Marine Bivalve and Aquaculture Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Oyster; Term (time); Variation (astronomy); Scale (ratio); Environmental science; Flux (metallurgy); Natural (archaeology); Flow (mathematics); Fishery; Biology; Geography; Mechanics; Physics; Chemistry; Cartography","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":[0.001199874,0.003003934,0.002004145,0.002811073,0.002413565,0.003688965,0.003740536,0.005516097,0.9903522],"category_scores_gemma":[0.001648935,0.001097164,0.001632266,0.002504459,0.002060988,0.005374974,0.003539948,0.002760115,0.9926953],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001051769,"about_ca_system_score_gemma":0.001071482,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004507856,"about_ca_topic_score_gemma":0.003929845,"domain_scores_codex":[0.9994143,0.00003767017,0.00005205394,0.0002069346,0.000160024,0.0001290205],"domain_scores_gemma":[0.9976956,0.0005180914,0.0001699353,0.0002662978,0.0004941596,0.0008558478],"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":[0.0003620759,0.0002301111,0.0008231058,0.00064737,0.00003840037,0.0002531381,0.0001276028,0.0003845173,0.001887253,0.004564009,0.3612302,0.6294523],"study_design_scores_gemma":[0.00005613207,0.0001339465,0.0007629659,0.0003580664,0.00001456993,0.0003509941,0.0001308159,0.0001485311,0.0002785782,0.0005182059,0.9972234,0.00002394007],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0004479739,0.0004358523,0.0005927772,0.000415251,0.0003604193,0.0001122314,0.000665182,0.0008306979,0.9961397],"genre_scores_gemma":[0.0004296409,0.000176263,0.0002627107,0.0001868444,0.00006752351,0.00005327346,0.0002913361,0.0001282475,0.9984042],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.009647787,"threshold_uncertainty_score":0.0137614,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006263105494138822,"score_gpt":0.1788043001266501,"score_spread":0.1725411946325113,"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."}}