{"id":"W6949031260","doi":"10.5281/zenodo.1288032","title":"cjlortie/desert.niche.facilitation: Desert niche facilitation theory","year":2018,"lang":"en","type":"other","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Memory, History, Trauma, Identity","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"","keywords":"Niche; Desert (philosophy); Facilitation; Niche construction; Ectotherm; Ecological niche","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":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001397071,0.0004423559,0.0004001416,0.0007050271,0.002831885,0.00126098,0.001508788,0.0002410323,0.4090132],"category_scores_gemma":[0.001292658,0.0004704271,0.0001761765,0.0002261161,0.001154535,0.0004042826,0.0005769239,0.0004760723,0.1105832],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004042265,"about_ca_system_score_gemma":0.00001982588,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002254749,"about_ca_topic_score_gemma":0.0001330676,"domain_scores_codex":[0.9961753,0.0009931833,0.000541646,0.0008756935,0.0008463138,0.0005678586],"domain_scores_gemma":[0.9972486,0.00007067688,0.0003738297,0.001085029,0.00097274,0.0002490536],"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":[0.00007558394,0.0001326846,0.000001799627,0.0003362118,0.0001402689,0.000009093817,0.01071489,0.000001743577,0.0001103751,0.03086202,0.9447314,0.01288393],"study_design_scores_gemma":[0.0004802704,0.0002748932,0.00005813751,0.0001143445,0.00007346258,0.00001281103,0.002078592,0.0000218665,0.00002717458,0.001259069,0.9951152,0.000484172],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0005867154,0.0005580452,0.0008324026,0.000220493,0.001099452,0.0008739677,0.0008949155,0.001988589,0.9929454],"genre_scores_gemma":[0.008759899,0.0001299013,0.0001659721,0.0001904801,0.001506599,5.497828e-7,0.004166057,0.005892274,0.9791883],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.29843,"threshold_uncertainty_score":0.9997758,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05918084543571019,"score_gpt":0.2492205858148983,"score_spread":0.1900397403791881,"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."}}