{"id":"W4245194260","doi":"10.1016/s0008-4182(05)80044-4","title":"Manufactures' corner: New technology","year":2005,"lang":"en","type":"article","venue":"Canadian Journal of Ophthalmology","topic":"Quality and Supply Management","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.0008518468,0.0005524576,0.0003629589,0.002363326,0.002966155,0.01052367,0.0007362286,0.005207142,0.1281771],"category_scores_gemma":[0.003048261,0.0003396635,0.000610663,0.002312769,0.001665907,0.007547184,0.002353844,0.003106398,0.0187856],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003043273,"about_ca_system_score_gemma":0.003111699,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007024906,"about_ca_topic_score_gemma":0.0362788,"domain_scores_codex":[0.9987985,0.0001056417,0.00005484197,0.0001070183,0.000734087,0.0001998661],"domain_scores_gemma":[0.9984068,0.0003867279,0.0001638167,0.0001588744,0.0003932176,0.0004905993],"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":[0.00004273803,0.00002796218,0.0006673778,0.0001315805,0.000005390604,0.00129095,0.0006640312,0.00005712613,0.0005782348,0.02603042,0.8313978,0.1391063],"study_design_scores_gemma":[0.000006531615,0.00001390293,0.0008795991,0.0001247539,0.000006749319,0.0007985218,0.0005903249,0.00006335977,0.0001729488,0.002910501,0.9944213,0.00001147073],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01127442,0.06323248,0.00276586,0.2420726,0.05209073,0.00006191408,0.0005192452,0.001278207,0.6267046],"genre_scores_gemma":[0.06210934,0.03799243,0.004126307,0.03997838,0.02008229,0.00002628226,0.000439925,0.0005392197,0.8347057],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1281771,"threshold_uncertainty_score":0.428795,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02464104659323878,"score_gpt":0.2445557736919914,"score_spread":0.2199147270987526,"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."}}