{"id":"W7094845704","doi":"","title":"Building Tomorrow’s Materials Today: Calgary’s Impact On Material Discovery And Optimization","year":2024,"lang":"en","type":"other","venue":"","topic":"Prenatal Screening and Diagnostics","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Process (computing); Work (physics); Identification (biology)","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":[],"consensus_categories":[],"category_scores_codex":[0.00688744,0.00113854,0.0005265538,0.001920036,0.003720202,0.006968691,0.002301519,0.003692614,0.06248768],"category_scores_gemma":[0.009194197,0.0004517983,0.0005851422,0.002467512,0.00378722,0.003820797,0.00588672,0.00586803,0.008419356],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01900757,"about_ca_system_score_gemma":0.02719866,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1760949,"about_ca_topic_score_gemma":0.3225428,"domain_scores_codex":[0.9965402,0.0005396544,0.00008394702,0.0003107814,0.001852106,0.0006732061],"domain_scores_gemma":[0.9920696,0.002424128,0.0002794368,0.000623144,0.002557819,0.002045903],"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":[0.0001800462,0.0002477856,0.002095682,0.0003139333,0.00002594256,0.0003553764,0.0004836927,0.001911328,0.002778247,0.1161703,0.4450459,0.4303918],"study_design_scores_gemma":[0.00001825924,0.00005020781,0.001202358,0.0002218952,0.000007388679,0.0000734628,0.0004101813,0.0003373924,0.001479427,0.01078301,0.9853961,0.00002014494],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0152123,0.05531344,0.0112093,0.2938814,0.008178329,0.0001648542,0.0009557847,0.00112434,0.6139603],"genre_scores_gemma":[0.1032252,0.1111207,0.08713338,0.08704195,0.002611113,0.0001803201,0.002186666,0.002177129,0.6043236],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8239051,"threshold_uncertainty_score":0.3501397,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01047312760778851,"score_gpt":0.2855823742260957,"score_spread":0.2751092466183072,"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."}}