{"id":"W4205678072","doi":"10.1055/s-0030-1250496","title":"Insects","year":2010,"lang":"en","type":"article","venue":"Homœopathic Links","topic":"Insect Utilization and Effects","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Ecology; Biology; Biomass (ecology); Balance of nature; Balance (ability)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002527914,0.00007649734,0.00007549641,0.00000695294,0.0001394204,0.0000439544,0.0001347046,0.0002685024,0.001278916],"category_scores_gemma":[0.0001327517,0.00002650353,0.0000452432,0.0001831677,0.00003445397,0.00005998602,0.00002932809,0.0004956616,0.0002945559],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000003247677,"about_ca_system_score_gemma":0.000007570079,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005190271,"about_ca_topic_score_gemma":0.0005258835,"domain_scores_codex":[0.9994234,0.00004293482,0.00008991283,0.0001516772,0.0001167102,0.0001752972],"domain_scores_gemma":[0.9996894,0.0001010628,0.00003021196,0.00004796985,0.00004425246,0.00008710202],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.00000956828,0.00005992569,0.01369375,0.000005375352,0.000002419326,0.00001076993,0.0001505464,5.386813e-7,0.8690896,0.004872992,0.001055677,0.1110488],"study_design_scores_gemma":[0.0002619996,0.0002710881,0.742677,0.00001708142,0.000008016326,0.00003955665,0.00005814599,0.0005585466,0.04478958,0.002501472,0.2084221,0.0003953587],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9879897,0.00002020791,0.000003767359,0.0005525364,0.0007033031,0.00008647184,0.000005292597,0.0001290372,0.01050967],"genre_scores_gemma":[0.9976074,0.000007119881,0.00004388811,0.001364068,0.0006050169,0.000008247745,0.00002624338,6.028598e-7,0.0003374088],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8243001,"threshold_uncertainty_score":0.999634,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009222398500559087,"score_gpt":0.1963266780846728,"score_spread":0.1871042795841137,"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."}}