{"id":"W2055258989","doi":"10.1093/ae/56.2.128","title":"The Nature Nut Approach to Insect Television","year":2010,"lang":"en","type":"article","venue":"American Entomologist","topic":"Animal and Plant Science Education","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Nut; Insect; Botany; Biology; Geography; Engineering","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":[],"consensus_categories":[],"category_scores_codex":[0.0004067635,0.00009900516,0.000100504,0.00005028147,0.0002454647,0.00005240347,0.0004890663,0.00008270554,0.0001355904],"category_scores_gemma":[0.0001945366,0.00005829211,0.00003846206,0.0004863065,0.0005799533,0.00003590326,0.00004633473,0.0005319077,0.000617818],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001365508,"about_ca_system_score_gemma":0.00003005115,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001514463,"about_ca_topic_score_gemma":0.0001471247,"domain_scores_codex":[0.9990243,0.00008008416,0.0001156336,0.0003143866,0.0001541753,0.0003114313],"domain_scores_gemma":[0.9991744,0.000217273,0.0000861044,0.0003765961,0.00003597673,0.0001097172],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0002376133,0.0005126559,0.1048026,0.000003285383,0.00003470914,0.00001322907,0.004906848,0.000004756496,0.008759694,0.1646592,0.1561233,0.5599422],"study_design_scores_gemma":[0.00008731718,0.0003319338,0.5902357,0.000001942764,0.000007151893,0.0001080667,0.003876295,0.00002711744,0.0002149014,0.0006559747,0.4042422,0.0002113391],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8902307,0.00005068542,0.0003660608,0.002903577,0.001682287,0.0001659051,0.000008173536,0.00006111564,0.1045315],"genre_scores_gemma":[0.9936911,0.000008303307,0.001148111,0.001540602,0.0002981882,0.00004565775,0.00001183492,0.000006855539,0.003249362],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5597308,"threshold_uncertainty_score":0.7941007,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02364618846234645,"score_gpt":0.3316139587491313,"score_spread":0.3079677702867848,"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."}}