{"id":"W4411659588","doi":"10.51847/lubozkt","title":"10.51847/luBOzkt","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Aquatic Invertebrate Ecology and Behavior","field":"Environmental Science","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Invertebrate; Diversity (politics); Ecology; Geography; Environmental science; Fishery; Biology","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":[0.0005261086,0.001031253,0.0005000805,0.001994849,0.001100463,0.002706736,0.000757141,0.001669774,0.8653932],"category_scores_gemma":[0.0006747211,0.0003307333,0.0004161423,0.001166625,0.000587401,0.002011999,0.002311265,0.001022019,0.8884656],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007616314,"about_ca_system_score_gemma":0.0006266634,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003048807,"about_ca_topic_score_gemma":0.004340916,"domain_scores_codex":[0.9996737,0.00003185498,0.00002899173,0.0001053578,0.00009559159,0.00006454463],"domain_scores_gemma":[0.9994631,0.00008012626,0.00004207842,0.00008652468,0.0001582428,0.0001699549],"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":[0.0003707717,0.0003895588,0.004342265,0.0002917325,0.00002352056,0.0003385593,0.0001576223,0.0003128191,0.007190448,0.004380485,0.1051831,0.8770192],"study_design_scores_gemma":[0.00008854812,0.0001152863,0.009573299,0.0002758664,0.00002987996,0.0008648853,0.0002925519,0.0009776443,0.001550471,0.001877816,0.984321,0.0000326793],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01274584,0.001856109,0.006185985,0.001786312,0.000972275,0.0001375559,0.003704676,0.003899856,0.9687114],"genre_scores_gemma":[0.01616509,0.0005861243,0.003073999,0.0006453532,0.0001189887,0.00008120092,0.002495466,0.0003751086,0.9764587],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1346068,"threshold_uncertainty_score":0.1920003,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005610734664813351,"score_gpt":0.1743146404072367,"score_spread":0.1687039057424233,"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."}}