{"id":"W7032805656","doi":"","title":"TENT Experience","year":2022,"lang":"en","type":"article","venue":"SOURCE Sheridan's Institutional Repository (Sheridan College)","topic":"Plant Diversity and Evolution","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Natural (archaeology); Training (meteorology); Social innovation; Research council; Experiential learning; Emphasis (telecommunications)","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":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000228484,0.0002288905,0.0002086705,0.00002944127,0.004630498,0.00008022386,0.0006055016,0.00008524953,0.0009679017],"category_scores_gemma":[0.0000311765,0.0001303209,0.0001932858,0.0005546135,0.0002913042,0.0003169902,0.0004466337,0.000331331,0.00005069021],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004696225,"about_ca_system_score_gemma":0.0001021787,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004792555,"about_ca_topic_score_gemma":0.0000591759,"domain_scores_codex":[0.9977086,0.0001845581,0.0003073989,0.0005360727,0.0008369813,0.0004264097],"domain_scores_gemma":[0.9993892,0.00008463755,0.0001339037,0.0001194409,0.00007552878,0.0001972484],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001523547,0.001660709,0.08461774,0.0000454342,0.0002077482,0.002406209,0.002223588,0.02495257,0.8107148,0.0125462,0.04391792,0.01518354],"study_design_scores_gemma":[0.0003468835,0.000318028,0.06839597,0.00001789469,0.00002293804,0.0009707128,0.006706629,0.001061077,0.00238546,0.0001141534,0.9191289,0.0005313404],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9753324,0.0001407602,0.00003475899,0.0005442267,0.001238646,0.0002515997,0.0002370465,0.0002175183,0.02200299],"genre_scores_gemma":[0.9891112,0.000006336072,0.00008819616,0.0004375845,0.0004465306,0.00009893191,0.000109721,0.00000192167,0.009699599],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.875211,"threshold_uncertainty_score":0.9999453,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0117595664091791,"score_gpt":0.1716332151262254,"score_spread":0.1598736487170463,"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."}}