{"id":"W4406515054","doi":"10.1016/s0967-0653(97)85728-6","title":"10.1016/s0967-0653(97)85728-6","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Marine Biology and Ecology Research","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Flume; Larva; Biology; Selection (genetic algorithm); Habitat; Ecology; Zoology; Psychology; Computer science","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":[0.001461953,0.003494534,0.002504813,0.003257485,0.002915947,0.004736416,0.004292413,0.006704311,0.9912165],"category_scores_gemma":[0.002115995,0.001321279,0.001852156,0.003122061,0.002522819,0.007306011,0.004146758,0.003444205,0.994726],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001327157,"about_ca_system_score_gemma":0.001267148,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004846308,"about_ca_topic_score_gemma":0.003990371,"domain_scores_codex":[0.9992424,0.00004663236,0.00006685781,0.0002860177,0.0001866515,0.0001714813],"domain_scores_gemma":[0.996991,0.0006957274,0.0002165815,0.0003698235,0.0007018032,0.001025048],"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":[0.0003871164,0.0002234498,0.000842386,0.0006264902,0.00004331485,0.0002349755,0.0001308258,0.0004459055,0.001764189,0.005236001,0.4002273,0.5898381],"study_design_scores_gemma":[0.00006784329,0.0001305537,0.0007222483,0.0004394223,0.00001774886,0.0003472485,0.0001403395,0.0001814023,0.0002743985,0.0006002359,0.9970484,0.00003006075],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0004023323,0.0004094259,0.0006113457,0.0004470965,0.0003557013,0.0001183389,0.0007720093,0.0009196012,0.9959642],"genre_scores_gemma":[0.0004605693,0.0001866653,0.0002780939,0.0002292368,0.00007462685,0.00006316856,0.0003387899,0.0001690127,0.9981998],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.00878346,"threshold_uncertainty_score":0.01252848,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.010791211860657,"score_gpt":0.1838946770079795,"score_spread":0.1731034651473225,"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."}}