{"id":"W2295989155","doi":"10.1016/s0967-0653(97)83031-1","title":"10.1016/s0967-0653(97)83031-1","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Marine and fisheries research","field":"Environmental Science","cited_by":70,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Humanities; Forestry; Biology; Geography; Art","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":[0.001741968,0.004258758,0.002555402,0.003208547,0.002133709,0.00462929,0.004385833,0.007357828,0.9884663],"category_scores_gemma":[0.001785516,0.001056387,0.002120539,0.002039857,0.002142493,0.008282503,0.00458636,0.004033447,0.9912806],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001311075,"about_ca_system_score_gemma":0.001178793,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002326184,"about_ca_topic_score_gemma":0.002274092,"domain_scores_codex":[0.9987428,0.000102146,0.0001314781,0.0004638637,0.0002661922,0.0002935955],"domain_scores_gemma":[0.9966557,0.0008279993,0.0002555892,0.0004081205,0.0008014491,0.001051163],"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":[0.000434373,0.0004414982,0.0009693268,0.000911505,0.00003943543,0.0004584176,0.0001253442,0.0004124842,0.002670035,0.004368538,0.2019943,0.7871747],"study_design_scores_gemma":[0.00008817246,0.0002408689,0.001109708,0.0008630977,0.00002003394,0.0006959869,0.0001642846,0.0002320924,0.0003894774,0.0008144663,0.9953408,0.00004104719],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0007263563,0.0009014653,0.0009727381,0.0005848497,0.0004424149,0.0002541321,0.001047163,0.001070898,0.994],"genre_scores_gemma":[0.0007670074,0.0004500446,0.0006131075,0.00049023,0.0001078654,0.0001142953,0.0005237229,0.0002412797,0.9966925],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.01153374,"threshold_uncertainty_score":0.01645142,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008360948820353336,"score_gpt":0.1846466965619092,"score_spread":0.1762857477415559,"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."}}