{"id":"W6958588625","doi":"10.6084/m9.figshare.3517967.v1","title":"Appendix E. Model selection summary regarding Diptera abundance and biomass measured on 40 farms located in southeastern Quebec, Canada, for three years separately (2006, 2007, and 2008).","year":2016,"lang":"en","type":"dataset","venue":"Figshare","topic":"Microbial Community Ecology and Physiology","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Selection (genetic algorithm); Abundance (ecology); Biomass (ecology); Model selection","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002487646,0.002281075,0.001426125,0.002070093,0.001092617,0.001798807,0.003219584,0.001586845,0.2303609],"category_scores_gemma":[0.01572918,0.001052533,0.00190247,0.003474587,0.0003909615,0.0007055885,0.0009575526,0.00120667,0.05680281],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005492404,"about_ca_system_score_gemma":0.0127494,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6902625,"about_ca_topic_score_gemma":0.8149489,"domain_scores_codex":[0.9991807,0.0001774022,0.0000982128,0.0002329063,0.000182747,0.0001279542],"domain_scores_gemma":[0.9895235,0.004820082,0.0006073439,0.001009025,0.003555686,0.0004843391],"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":[0.00009672821,0.00002914693,0.006785651,0.000462536,0.0001227504,0.0000235277,0.00001417676,0.002262559,0.00004137312,0.0002231058,0.987147,0.002791589],"study_design_scores_gemma":[0.004036313,0.00008966584,0.05366017,0.001596241,0.0004682478,0.0001346273,0.0001781722,0.01345664,0.000464823,0.002839357,0.9229431,0.0001326536],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0001947968,0.00003423669,0.0001654435,0.00004868299,0.00001066451,0.00002531305,0.9990504,0.0001726504,0.0002978128],"genre_scores_gemma":[0.00252778,0.00004441107,0.0008310397,0.00008066947,0.00001066589,0.0003195564,0.9945329,0.0001045817,0.001548214],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.3097375,"threshold_uncertainty_score":0.7706338,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02525726622463367,"score_gpt":0.2346381748750613,"score_spread":0.2093809086504277,"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."}}