{"id":"W7085526704","doi":"10.5281/zenodo.17292899","title":"Transform Your Digital Presence with Top SEO Strategies from Matebiz","year":2025,"lang":"en","type":"other","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Innovations and Analysis in Business and Education","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Suite; Agency (philosophy); Visibility; Unit (ring theory); Business model","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":["scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0005064281,0.0002118766,0.000277117,0.0007516503,0.001034611,0.005337256,0.001527145,0.0001290625,0.06629888],"category_scores_gemma":[0.0005030116,0.0001600816,0.0000677574,0.001839993,0.0001857804,0.0005306136,0.0003478525,0.0002283844,0.004885654],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005494163,"about_ca_system_score_gemma":0.00003299825,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001939967,"about_ca_topic_score_gemma":0.000003847287,"domain_scores_codex":[0.9977052,0.0001030054,0.0004010926,0.0006238632,0.0008945638,0.0002723029],"domain_scores_gemma":[0.9978021,0.00005167399,0.0002498004,0.0007400234,0.00107676,0.00007961538],"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":[0.000021683,0.00007992226,0.000007807355,0.00002105907,0.00006962434,0.000004220997,0.0004174673,0.00004571575,0.00002461277,0.009045529,0.7980593,0.192203],"study_design_scores_gemma":[0.0001794727,0.0000426504,0.0001772522,0.0001086093,0.00002344664,0.000005936515,0.002701259,0.0001571948,0.00002074538,0.003381624,0.9930043,0.0001974687],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0005028375,0.0001103071,0.03793776,0.001080504,0.0001978994,0.0002650728,0.001155198,0.000415031,0.9583354],"genre_scores_gemma":[0.1732982,0.0001992616,0.0007329413,0.0001377453,0.000639791,1.913021e-7,0.006665064,0.002817685,0.8155091],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.194945,"threshold_uncertainty_score":0.9958891,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06542954897546693,"score_gpt":0.3212571686524034,"score_spread":0.2558276196769365,"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."}}