{"id":"W4387889569","doi":"10.51644/oufn4279","title":"Lent 5A","year":2017,"lang":"en","type":"article","venue":"Consensus","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Regional Municipality of Waterloo","funders":"","keywords":"Materials science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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":[0.003808224,0.0008952509,0.0008829491,0.002539098,0.002647426,0.005780866,0.002238539,0.005709593,0.5881693],"category_scores_gemma":[0.013804,0.0004847229,0.001513997,0.001115399,0.0009764346,0.001969519,0.003465076,0.004685003,0.4956452],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002425195,"about_ca_system_score_gemma":0.007439562,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005676272,"about_ca_topic_score_gemma":0.0153728,"domain_scores_codex":[0.996325,0.0007192616,0.0002189549,0.0004054054,0.001595921,0.0007353591],"domain_scores_gemma":[0.9953045,0.0005457764,0.0001869626,0.0005289571,0.002526064,0.0009078048],"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":[0.00004716738,0.00002129879,0.0001184085,0.0001163669,0.000007835901,0.0000698012,0.00003718569,0.00003007405,0.0001457604,0.004995075,0.9604352,0.03397574],"study_design_scores_gemma":[0.00001499696,0.00000975169,0.0001408767,0.0001636808,0.000005899776,0.00006795119,0.0000411478,0.00002074906,0.0001151177,0.001416286,0.9979983,0.000005213674],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0007538113,0.002214484,0.003634634,0.02820859,0.02057037,0.000331044,0.006249539,0.002421344,0.9356161],"genre_scores_gemma":[0.004421276,0.001240924,0.002753993,0.01837531,0.002182609,0.0003068195,0.005595899,0.001255783,0.9638674],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4118307,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07723097188234015,"score_gpt":0.3395830558187031,"score_spread":0.2623520839363629,"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."}}