{"id":"W6963793525","doi":"10.25316/ir-15176","title":"Contents","year":2017,"lang":"en","type":"other","venue":"VIURRSpace (Vancouver Island University)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"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":[0.0003804276,0.0006778949,0.0006565114,0.002422792,0.003545833,0.006020025,0.001151209,0.000982482,0.8985685],"category_scores_gemma":[0.003086128,0.0003615938,0.0003807981,0.003310921,0.000547746,0.002415834,0.001614223,0.001592047,0.8098049],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00611321,"about_ca_system_score_gemma":0.01178596,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1809217,"about_ca_topic_score_gemma":0.2646261,"domain_scores_codex":[0.9994449,0.00002520195,0.00001346288,0.00005589559,0.0003897366,0.00007079234],"domain_scores_gemma":[0.9967579,0.0001723912,0.00006303606,0.0001784878,0.002173422,0.0006547357],"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":[0.000002118175,0.000005750289,0.00003099025,0.00001997289,2.752513e-7,0.000003027495,0.0000071902,0.00001395453,0.0000203778,0.0006398412,0.9907495,0.00850697],"study_design_scores_gemma":[0.000001824095,0.000001504508,0.0001572387,0.00003615782,6.777162e-7,0.000006939687,0.00002694512,0.00001967318,0.0000266117,0.0002281624,0.999492,0.000002258638],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0001147599,0.0003164503,0.0004024617,0.001174848,0.001248937,0.0001487293,0.01329296,0.001553686,0.981747],"genre_scores_gemma":[0.0007629972,0.0003555566,0.0002655661,0.0004532139,0.0002837025,0.00004107095,0.006435064,0.0008621136,0.9905406],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1809217,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01586779524117712,"score_gpt":0.2190073024501824,"score_spread":0.2031395072090053,"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."}}