{"id":"W3212366795","doi":"10.21203/rs.3.rs-814733/v1","title":"The Effect of Simulated Seasonal Temperatures On Metarhizium Brunneum-Associated Mortality In Two Click Beetle Species, And A Degree-Day Infection Model","year":2021,"lang":"en","type":"preprint","venue":"Research Square","topic":"Entomopathogenic Microorganisms in Pest Control","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Agriculture and Agri-Food Canada","funders":"","keywords":"Degree (music); Biology; Metarhizium; Zoology; Ecology; Larva; Physics; Metarhizium anisopliae; Acoustics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005382965,0.0003215575,0.0005819299,0.00006085529,0.0003878153,0.0003290872,0.0004425518,0.0003329035,0.00008626476],"category_scores_gemma":[0.002577026,0.0001235099,0.0002458657,0.0007252182,0.0002389749,0.0000641236,0.000806615,0.001470396,0.000003500479],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002821459,"about_ca_system_score_gemma":0.0001204704,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003833403,"about_ca_topic_score_gemma":0.02764535,"domain_scores_codex":[0.9938539,0.003260591,0.0004392255,0.0007369329,0.001087425,0.0006218888],"domain_scores_gemma":[0.9958409,0.003119586,0.0001744067,0.0002641218,0.0004593477,0.0001416581],"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":[0.0005107379,0.0003759886,0.4531667,0.0002802683,0.0003189353,0.00008061351,0.0002705189,0.01072345,0.5263144,0.0002072651,0.0002351548,0.007516016],"study_design_scores_gemma":[0.0007555773,0.0006699396,0.9525564,0.0005372745,0.00005152367,0.000002846652,0.00006328174,0.02363921,0.02078751,0.000500741,0.0001313539,0.0003043425],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9962825,0.001614172,0.000001509595,0.0002990486,0.0001301958,0.001160141,0.0002922268,0.00004360665,0.000176653],"genre_scores_gemma":[0.9984556,0.0007258832,0.000005828432,0.0000180998,0.0001290124,0.00006688247,0.0003471336,0.000005045982,0.0002465301],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5055269,"threshold_uncertainty_score":0.9900976,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05104211237826611,"score_gpt":0.3527634865538575,"score_spread":0.3017213741755914,"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."}}