{"id":"W4390120961","doi":"10.33524/cjar.v20i3.502","title":"CARN D.A.CH. Symposium 2021","year":2019,"lang":"en","type":"article","venue":"The Canadian Journal of Action Research","topic":"Academic Publishing and Open Access","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Nipissing University","funders":"","keywords":"Chemistry","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.001384292,0.00133187,0.0007243089,0.001735479,0.00397809,0.00493553,0.001129113,0.004229054,0.7036852],"category_scores_gemma":[0.001814313,0.000578224,0.0007928602,0.001220578,0.001101395,0.001428908,0.002102026,0.00212749,0.3656363],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004718392,"about_ca_system_score_gemma":0.007354528,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06581035,"about_ca_topic_score_gemma":0.1727375,"domain_scores_codex":[0.9991133,0.00008520671,0.00003558509,0.0002370128,0.0004171949,0.0001116174],"domain_scores_gemma":[0.9982682,0.0001668063,0.00004866172,0.0001235987,0.0008425703,0.0005501235],"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":[0.0001425846,0.00002562975,0.0001498756,0.0001430063,0.00001304575,0.00009190391,0.00005677354,0.0001362148,0.0006996974,0.01087477,0.9510266,0.03663995],"study_design_scores_gemma":[0.000005808253,0.00001006861,0.0002308941,0.00004789406,0.000003906571,0.00001741525,0.00004397606,0.00004151832,0.0001631842,0.0005437843,0.9988866,0.00000500027],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0009537325,0.009052034,0.001242823,0.02542659,0.00999503,0.00009706191,0.004803858,0.000691634,0.9477372],"genre_scores_gemma":[0.001655262,0.00137224,0.0003615322,0.0003991882,0.0002043789,0.00002024187,0.00049252,0.0001017105,0.995393],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7036852,"threshold_uncertainty_score":0.4226571,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2961465937632249,"score_gpt":0.5026333510544226,"score_spread":0.2064867572911978,"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."}}