{"id":"W3211231315","doi":"10.5281/zenodo.154065","title":"PredictiveEcology/SpaDES: v1.2.0.9011","year":2016,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Bioinformatics and Genomic Networks","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Lakehead University; Canadian Forest Service","funders":"","keywords":"Geography","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":[0.001739754,0.002801136,0.001486445,0.002763639,0.001113234,0.005736126,0.005552365,0.003140294,0.3625588],"category_scores_gemma":[0.007338076,0.002913491,0.002588433,0.002423065,0.000928029,0.006946956,0.00540028,0.003967162,0.4400384],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001383996,"about_ca_system_score_gemma":0.002302714,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009616589,"about_ca_topic_score_gemma":0.009688792,"domain_scores_codex":[0.9988191,0.00009418142,0.00006348103,0.000234998,0.0006075925,0.0001807193],"domain_scores_gemma":[0.9978567,0.0003577117,0.00009129919,0.0007145522,0.0007552972,0.0002242731],"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":[0.00007597922,0.00002426807,0.0009296301,0.0003129829,0.00004546516,0.00007854552,0.00008367924,0.001788837,0.0007391519,0.002413376,0.96971,0.02379807],"study_design_scores_gemma":[0.00007939255,0.00001555121,0.0007881461,0.0001481696,0.00002660319,0.0001334677,0.00004609354,0.006510952,0.00447714,0.007757991,0.9799327,0.00008373194],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"software","genre_gemma":"software","genre_scores_codex":[0.0008435387,0.0005015771,0.05990545,0.0007463904,0.0007120138,0.0001814836,0.08782445,0.7884963,0.06078879],"genre_scores_gemma":[0.01248687,0.0007842357,0.05534132,0.001277413,0.0002536098,0.0005414145,0.1929038,0.6852126,0.05119874],"genre_candidate":"software","genre_consensus":"software","teacher_disagreement_score":0.3625588,"threshold_uncertainty_score":0.9092324,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01536327948530705,"score_gpt":0.2182964908017775,"score_spread":0.2029332113164705,"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."}}