{"id":"W7020803504","doi":"","title":"Natural regeneration of black spruce (Picea mariana (Mill) B.S.P.) on lowland clearcut strips near Shebandowan, Ontario / by Krzysztof Sas-Zmudzinski","year":2017,"lang":"en","type":"other","venue":"Knowledge Commons (Lakehead University)","topic":"Topic Modeling","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Stocking; Hardwood; Natural regeneration; Competition (biology); Ecological succession; Silviculture; Black spruce; Regeneration (biology); Clearcutting","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002659134,0.0005795705,0.0007867365,0.0007242292,0.0004969531,0.000249915,0.002958676,0.0005935703,0.0001957726],"category_scores_gemma":[0.00005734743,0.0006356037,0.0002729531,0.0004082827,0.0003311131,0.0003868187,0.0008312382,0.001092032,0.0001802197],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006952891,"about_ca_system_score_gemma":0.0007422384,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.007355472,"about_ca_topic_score_gemma":0.7351369,"domain_scores_codex":[0.9973148,0.0003308976,0.0003398048,0.001035155,0.0004367964,0.0005425285],"domain_scores_gemma":[0.996428,0.0001416396,0.0005588923,0.002423729,0.0002040489,0.0002437474],"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":[0.0001292296,0.0004530544,0.003622364,0.0002249164,0.0003643374,0.0001710512,0.001987602,0.0001328286,0.0003148995,0.02950372,0.9436427,0.01945333],"study_design_scores_gemma":[0.001581671,0.0001647059,0.0007585713,0.000586456,0.00008205893,0.000006707776,0.00001537538,0.003221463,0.000234429,0.00006054757,0.9926311,0.0006569142],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01050521,0.001343821,0.02769287,0.0002705872,0.001866693,0.0006978848,0.0001204728,0.0003531363,0.9571493],"genre_scores_gemma":[0.1386684,0.00001771569,0.001380305,0.00001025357,0.0002371669,0.000001222205,0.0001199205,0.0001349832,0.8594301],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7277815,"threshold_uncertainty_score":0.9996095,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02194620361303664,"score_gpt":0.2224180894107093,"score_spread":0.2004718857976726,"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."}}