{"id":"W7131975395","doi":"","title":"数字化对眼镜行业有意义吗？","year":2022,"lang":"","type":"article","venue":"CEIBS Institutional Repository","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Centre Casa","funders":"","keywords":"","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":[0.007444968,0.0006331239,0.0009396547,0.004626792,0.008383902,0.03756854,0.002360285,0.004693042,0.548035],"category_scores_gemma":[0.03441073,0.0005858098,0.0004547342,0.006704682,0.006747121,0.007275791,0.00638009,0.004457776,0.3977844],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009580796,"about_ca_system_score_gemma":0.02694602,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01853369,"about_ca_topic_score_gemma":0.02507949,"domain_scores_codex":[0.9937708,0.0007717783,0.000268272,0.0005618371,0.003655432,0.0009719158],"domain_scores_gemma":[0.9798887,0.002073231,0.0005387887,0.002596412,0.009977312,0.00492554],"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":[0.00003034622,0.00003844142,0.0005565515,0.00006286888,0.000003449304,0.00006654667,0.0004157796,0.00005344275,0.0001078489,0.07176659,0.9016433,0.0252548],"study_design_scores_gemma":[0.000009808609,0.00000718413,0.0006196909,0.0001957495,0.000004367009,0.00006134575,0.0008619649,0.00005338831,0.000297717,0.01024948,0.9876246,0.00001483521],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001429836,0.0009251363,0.000841199,0.03354998,0.004404067,0.00008280978,0.00309513,0.0008920891,0.9547797],"genre_scores_gemma":[0.02156051,0.001478311,0.001450843,0.006396962,0.00119057,0.0001295465,0.001800471,0.0009765055,0.9650163],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.548035,"threshold_uncertainty_score":0.6446732,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0137597212838828,"score_gpt":0.2280270183264242,"score_spread":0.2142672970425414,"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."}}