{"id":"W6923552786","doi":"10.14288/1.0428359","title":"Millsite, Cultus Lake","year":2023,"lang":"en","type":"other","venue":"cIRcle (University of British Columbia)","topic":"Multimodal Machine Learning Applications","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"FLAGS register; Period (music); Field (mathematics); Lake district","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001020593,0.00006523762,0.0002976443,0.0001111057,0.000144156,0.0001334027,0.001407487,0.0002337422,0.0004370927],"category_scores_gemma":[0.00002949961,0.000265155,0.0001397068,0.0005945273,0.0001441883,0.0001336913,0.0004645335,0.0002420404,0.0008527227],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003925318,"about_ca_system_score_gemma":0.00006431252,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.4086932,"about_ca_topic_score_gemma":0.8575276,"domain_scores_codex":[0.9986949,0.00004853999,0.0000991131,0.0006186142,0.0002899672,0.0002488591],"domain_scores_gemma":[0.9987548,0.0000482772,0.000224111,0.0007771882,0.00007426796,0.000121335],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[4.178993e-7,0.00005698821,0.002421336,0.00006065634,0.00005323024,0.0001073432,0.00007644576,0.0000089924,0.000005025515,0.00002163135,0.4148903,0.5822977],"study_design_scores_gemma":[0.0003387997,0.00002546383,0.7985567,0.0002383076,0.00001951002,0.00002071032,0.00003415986,0.001257221,1.834937e-8,0.0001343917,0.1990996,0.000275122],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01732671,0.0006382425,0.07507072,0.0008493874,0.001201268,0.001450129,0.001730191,0.009825261,0.8919081],"genre_scores_gemma":[0.09062011,0.0004948964,0.02645566,0.00008010013,0.0001547346,0.000003398975,0.00009319857,0.0005274191,0.8815705],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7961354,"threshold_uncertainty_score":0.9999801,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007062395759626506,"score_gpt":0.189464589511392,"score_spread":0.1824021937517655,"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."}}