{"id":"W7084410152","doi":"10.5281/zenodo.17244548","title":"CANADA 🇨🇦, AUSTRALIA 🇦🇺,UK 🇬🇧 WORK VISAS AVAILABLE CALL OR WHATSAPP MR PETER OBENDE ON ☎(08143870581).","year":2025,"lang":"en","type":"other","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Educational Assessment and Improvement","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Work (physics)","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":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00118002,0.0003523861,0.0003800158,0.000657952,0.001021497,0.002063606,0.002626436,0.0001690416,0.5450765],"category_scores_gemma":[0.001807955,0.0002917272,0.00009482718,0.001255955,0.0001274889,0.000155411,0.00112315,0.0004912011,0.06562413],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006169171,"about_ca_system_score_gemma":0.0002000838,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02323443,"about_ca_topic_score_gemma":0.004186112,"domain_scores_codex":[0.9952046,0.0004288368,0.0006059519,0.001042329,0.00212841,0.0005898248],"domain_scores_gemma":[0.9971289,0.0001903578,0.0003762651,0.001173771,0.0008168266,0.0003138985],"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":[0.0000618768,0.0001109676,0.00001976053,0.00002998341,0.00007257898,0.00001531516,0.00006249874,0.000007744651,0.0000358814,0.001361074,0.9858938,0.01232849],"study_design_scores_gemma":[0.0003289726,0.0001682881,0.0004621613,0.0001635587,0.00002119685,0.000005509518,0.0001427381,0.00001165534,0.0000498452,0.0001600275,0.9981607,0.0003253444],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0001923599,0.00007326988,0.0001978992,0.002070243,0.001052635,0.0007084516,0.0008242037,0.0002730856,0.9946079],"genre_scores_gemma":[0.008417143,0.00006019434,0.000258436,0.001026342,0.0004587801,2.336649e-7,0.001164521,0.001883763,0.9867306],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4794523,"threshold_uncertainty_score":0.9999535,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1259425291666069,"score_gpt":0.3484422105194652,"score_spread":0.2224996813528583,"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."}}