{"id":"W6931640515","doi":"10.5683/sp2/sroljc","title":"Scotland Opinion Survey 2012","year":2023,"lang":"en","type":"dataset","venue":"Borealis","topic":"Gene expression and cancer classification","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; McGill University","funders":"","keywords":"Public opinion; Opinion survey; Expert opinion; Opinion poll; Survey research","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":[],"consensus_categories":[],"category_scores_codex":[0.002026276,0.0009209803,0.00096387,0.003884814,0.000782825,0.002027119,0.001787874,0.0009626357,0.05639683],"category_scores_gemma":[0.01536691,0.0004845197,0.0007346299,0.007373618,0.0002557405,0.0007192475,0.00166787,0.001081243,0.05413412],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003035297,"about_ca_system_score_gemma":0.004120255,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.155707,"about_ca_topic_score_gemma":0.2389151,"domain_scores_codex":[0.9978673,0.0004169231,0.000287035,0.0002867206,0.0007720349,0.0003699332],"domain_scores_gemma":[0.9924764,0.001194167,0.0008786971,0.0007214674,0.004189704,0.0005395624],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.00005488512,0.00001592014,0.002882588,0.0001364271,0.0000162973,0.00001866384,0.00004938166,0.00006852199,0.0000227863,0.0002906545,0.9937523,0.002691618],"study_design_scores_gemma":[0.0002342676,0.00003797449,0.05457907,0.0002656664,0.00003103581,0.00007263164,0.0004494496,0.0003279744,0.0001643286,0.0003843998,0.9434159,0.00003738489],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0009887274,0.00004522385,0.00007683847,0.0001726752,0.00003014817,0.00005301356,0.9966899,0.0001017898,0.00184156],"genre_scores_gemma":[0.002387707,0.00006083742,0.000295948,0.0001459697,0.00002804641,0.0004329027,0.9918523,0.00004730849,0.004749039],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.155707,"threshold_uncertainty_score":0.3096015,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03807132717537685,"score_gpt":0.3167872910780717,"score_spread":0.2787159639026949,"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."}}