{"id":"W4406488587","doi":"10.1016/s0967-0653(97)81430-5","title":"10.1016/s0967-0653(97)81430-5","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Coastal and Marine Management","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Oceanography; Environmental science; Geography; 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":[0.00127618,0.003087766,0.002128436,0.003031983,0.002662855,0.004097765,0.003897682,0.00668883,0.9904517],"category_scores_gemma":[0.001938019,0.001128359,0.001673401,0.002799231,0.002138315,0.005828494,0.003804955,0.003013038,0.9938053],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00127868,"about_ca_system_score_gemma":0.001207523,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005084517,"about_ca_topic_score_gemma":0.0046369,"domain_scores_codex":[0.9992779,0.0000470886,0.00005979703,0.0002599722,0.0001866756,0.000168571],"domain_scores_gemma":[0.9973979,0.0006141213,0.0001730246,0.0002865584,0.0006082254,0.00092022],"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":[0.0003405185,0.0002343096,0.0008365553,0.0005617933,0.00003662395,0.0002423597,0.0001242656,0.0004140418,0.001661026,0.004618265,0.396037,0.5948932],"study_design_scores_gemma":[0.00005515728,0.0001305105,0.0006772135,0.0004018362,0.00001587028,0.0003029765,0.0001226885,0.0001719407,0.0002633709,0.0004965382,0.9973381,0.00002375074],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0003840635,0.0003530048,0.0005777575,0.0003915866,0.00028788,0.0001084175,0.0005880363,0.0007615669,0.9965478],"genre_scores_gemma":[0.0004124774,0.0001589435,0.0002379477,0.000192437,0.00005565172,0.00005507133,0.0002672439,0.0001328657,0.9984874],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.009548306,"threshold_uncertainty_score":0.01361942,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004473010851044854,"score_gpt":0.1509345968782742,"score_spread":0.1464615860272293,"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."}}