{"id":"W2246920853","doi":"10.1016/s0967-0653(97)83086-4","title":"10.1016/s0967-0653(97)83086-4","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Marine Bivalve and Aquaculture Studies","field":"Environmental Science","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Geography; Bay; Abiotic component; Forestry; Humanities; Biology; Ecology; Philosophy; Archaeology","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0000899533,0.0001405741,0.0001322575,0.00001369377,0.0001318463,0.00002438101,0.000216967,0.00003723357,0.999768],"category_scores_gemma":[0.00001855738,0.0001121867,0.00006440585,0.0001724898,0.00007393248,0.00009133486,0.0001688094,0.00007791526,0.9998726],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003913153,"about_ca_system_score_gemma":0.00000255301,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001206556,"about_ca_topic_score_gemma":0.000003932265,"domain_scores_codex":[0.9991112,0.00002226782,0.0001257111,0.000258883,0.0002143367,0.0002675373],"domain_scores_gemma":[0.9996322,0.00001702514,0.000018208,0.000211188,0.00000462663,0.0001167505],"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":[0.00001714179,0.00002857062,0.00000169952,0.000001340461,0.000008086695,0.000002774533,0.00004501736,0.0000423203,0.0000181544,4.685325e-7,0.2717941,0.7280403],"study_design_scores_gemma":[0.0001221457,0.00007714162,0.0001763725,0.000004229359,0.00001116757,0.000002621056,0.000002265065,0.0000243986,0.00007690812,0.0000150927,0.9993165,0.0001711554],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0002140535,0.00003194726,3.412412e-7,0.0004911903,0.000001040652,0.0001317917,0.000004904905,0.0000766012,0.9990481],"genre_scores_gemma":[0.0001149443,6.999256e-7,0.0001259097,0.0001141434,0.00009476901,0.00001612841,0.000006188766,0.00001206942,0.9995152],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7278692,"threshold_uncertainty_score":0.457484,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006278262461017551,"score_gpt":0.178955340152099,"score_spread":0.1726770776910815,"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."}}