{"id":"W7035335726","doi":"","title":"يا دولة الإسلام هبي وقومي","year":2022,"lang":"ar","type":"other","venue":"Bulletin of Miscellaneous Information (Royal Gardens Kew)","topic":"Machine Learning in Materials Science","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Islam; Brother; State (computer science); Supporter","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","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.002565797,0.0009616194,0.001218711,0.0002234042,0.0006354852,0.0004995314,0.002405748,0.0006027228,0.9849622],"category_scores_gemma":[0.001125639,0.0009777143,0.0003702298,0.00003994731,0.0007470043,0.000001146869,0.001175282,0.0008672065,0.2913806],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003011944,"about_ca_system_score_gemma":0.0001980334,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008610503,"about_ca_topic_score_gemma":0.0005858938,"domain_scores_codex":[0.9929801,0.0009159901,0.0020551,0.0009070751,0.002002331,0.001139433],"domain_scores_gemma":[0.9949966,0.0004454021,0.002428935,0.001438345,0.0003180961,0.0003726416],"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":[0.0001976008,0.000100843,0.00001768621,0.001028122,0.00004202791,0.00006384901,0.0007589801,0.009692906,0.0001388567,0.000134327,0.9873835,0.000441265],"study_design_scores_gemma":[0.0007412679,0.000488543,0.00004889148,0.0002712149,0.0001033585,0.0002333643,0.0003939836,0.0003110317,0.0001900555,0.00003314272,0.9961799,0.001005249],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002999742,0.0003253742,9.518162e-7,0.0005059804,0.00327417,0.001014041,0.0005920312,0.0003622634,0.9909254],"genre_scores_gemma":[0.00310118,0.0002327801,0.004403392,0.0008176582,0.0004847794,0.00007044715,0.0002491665,0.0002053691,0.9904352],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6935815,"threshold_uncertainty_score":0.9992673,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005700082204877491,"score_gpt":0.1949660543986019,"score_spread":0.1892659721937244,"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."}}