{"id":"W4392726204","doi":"10.16995/intransition.11269","title":"Insect Inside","year":2023,"lang":"en","type":"article","venue":"[in]Transition","topic":"Entomological Studies and Ecology","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Bishop's University","funders":"","keywords":"Environmental science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001988916,0.0004383998,0.0001939524,0.0005228213,0.002317149,0.00222303,0.0004618794,0.0008547218,0.367947],"category_scores_gemma":[0.0008881011,0.000148583,0.0003121253,0.0003672064,0.0006829408,0.001947886,0.001655626,0.001262743,0.136369],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004491326,"about_ca_system_score_gemma":0.0003979709,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004928512,"about_ca_topic_score_gemma":0.01205026,"domain_scores_codex":[0.999853,0.00002732669,0.000004283272,0.00003366659,0.00004726187,0.00003434517],"domain_scores_gemma":[0.9997745,0.00004224019,0.00001660076,0.00004250147,0.00005006321,0.00007407215],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007105582,0.00002192572,0.0004963067,0.0001332117,0.000003988891,0.0003842483,0.003059194,0.00003192609,0.002208866,0.0216224,0.9070714,0.06489553],"study_design_scores_gemma":[0.000001300662,0.000004584964,0.0004137137,0.00003037312,0.000001116164,0.0001118553,0.0005370977,0.00002093699,0.0001241387,0.0004326849,0.9983194,0.00000277175],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.004147329,0.001303802,0.002980046,0.005114315,0.004075445,0.0000645516,0.002315255,0.001770608,0.9782286],"genre_scores_gemma":[0.03433645,0.001046387,0.003020542,0.003634768,0.0008256492,0.00006543072,0.002131011,0.00124439,0.9536954],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.367947,"threshold_uncertainty_score":0.9015468,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04243964525785394,"score_gpt":0.2244659050552115,"score_spread":0.1820262597973575,"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."}}