{"id":"W4287772414","doi":"","title":"CANADA: Working through the Cracks","year":2020,"lang":"en","type":"article","venue":"DOAJ (DOAJ: Directory of Open Access Journals)","topic":"ICT in Developing Communities","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Geology; Forensic engineering; Engineering","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004712615,0.0009335259,0.0008001042,0.002278089,0.02528775,0.01506218,0.002955455,0.01005661,0.07393451],"category_scores_gemma":[0.01074719,0.0007480875,0.0008941222,0.004262513,0.007348563,0.007628026,0.00708035,0.0107718,0.01055405],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.07935271,"about_ca_system_score_gemma":0.4860322,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9911121,"about_ca_topic_score_gemma":0.9949026,"domain_scores_codex":[0.9912516,0.000568821,0.0001938959,0.0005135641,0.003331904,0.004140154],"domain_scores_gemma":[0.9789072,0.0009214666,0.000330194,0.0004637612,0.008837002,0.01054041],"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":[0.00003152736,0.00003467341,0.002060871,0.0001287375,0.000011217,0.0002021388,0.002231456,0.00009269667,0.000175211,0.02984997,0.9218397,0.04334188],"study_design_scores_gemma":[0.00001581919,0.00001049275,0.003485676,0.0002965022,0.00001184032,0.00005435314,0.008174545,0.00007176736,0.0001020908,0.003873278,0.9838659,0.00003773545],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.008892401,0.01553768,0.001009998,0.7155874,0.007920203,0.0001413366,0.002839691,0.0005642851,0.247507],"genre_scores_gemma":[0.106241,0.01701696,0.004903109,0.1733805,0.0009395538,0.0001895275,0.002036169,0.0008573028,0.6944357],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.07935271,"threshold_uncertainty_score":0.5757469,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3931204010201007,"score_gpt":0.5160666188626153,"score_spread":0.1229462178425146,"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."}}