{"id":"W6926121726","doi":"10.25316/ir-10194","title":"Nanaimo Free Press [Thursday, October 7, 1897]","year":2019,"lang":"en","type":"other","venue":"VIURRSpace (Vancouver Island University)","topic":"Image Enhancement Techniques","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003714419,0.001058793,0.0006745675,0.002245819,0.003367984,0.005341906,0.0008320367,0.001843476,0.3563189],"category_scores_gemma":[0.001321737,0.0004530693,0.0003893661,0.002897491,0.0006399601,0.001927636,0.001393461,0.002264486,0.136424],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002886151,"about_ca_system_score_gemma":0.002056078,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.08233932,"about_ca_topic_score_gemma":0.4045718,"domain_scores_codex":[0.9995827,0.00002582093,0.00001625379,0.00007373475,0.0002266571,0.00007483529],"domain_scores_gemma":[0.9997086,0.00003595046,0.00001690387,0.0000205142,0.000151993,0.00006609887],"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":[0.00004376865,0.00001100776,0.0001690576,0.00009331153,0.000004517859,0.0000893326,0.00007725513,0.00007860932,0.000120104,0.007006262,0.9439005,0.04840626],"study_design_scores_gemma":[0.000001931739,0.000003307135,0.000360945,0.00005824882,9.195149e-7,0.00001992741,0.00003227087,0.0000197,0.00004576199,0.0002908611,0.9991633,0.000002935236],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0008755333,0.01854093,0.0002819847,0.003571211,0.007888665,0.00004333718,0.003207768,0.0002374846,0.965353],"genre_scores_gemma":[0.001043427,0.001860174,0.00007441361,0.0001290764,0.0002009591,0.000007181298,0.0002380629,0.00006784643,0.9963788],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3563189,"threshold_uncertainty_score":0.918133,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008846267801077773,"score_gpt":0.2028613190490936,"score_spread":0.1940150512480158,"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."}}