{"id":"W4225839173","doi":"10.5430/wjel.v12n3p47","title":"Study on Problem Solving Skills and Its Importance","year":2022,"lang":"en","type":"article","venue":"World Journal of English Language","topic":"Technology-Enhanced Education Studies","field":"Social Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Variety (cybernetics); Computer science; Resolution (logic); Function (biology); Management science; Key (lock); Artificial intelligence; Economics","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001209878,0.00007639485,0.0001792722,0.0002575743,0.0005759162,0.00003573767,0.0002556292,0.00001655252,0.0002253156],"category_scores_gemma":[0.001241368,0.00007179659,0.00003921776,0.0005216127,0.00005716941,0.0001515464,0.00009975248,0.0004242081,0.000001772191],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002018809,"about_ca_system_score_gemma":0.0001118098,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001969104,"about_ca_topic_score_gemma":0.000649642,"domain_scores_codex":[0.9988487,0.0001436381,0.0002707991,0.0001249598,0.0004120627,0.0001998765],"domain_scores_gemma":[0.9991337,0.0001700686,0.0003201883,0.00009943981,0.0002152326,0.00006136108],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00001523248,0.0005658035,0.04719619,0.00000527162,0.00007810924,0.0001213973,0.9308131,0.00002690552,0.0001593834,0.00342163,0.0129732,0.004623709],"study_design_scores_gemma":[0.0005501097,0.0002821112,0.02923169,0.00002879961,0.00002957108,0.00000504729,0.8856452,1.854572e-7,0.0001714899,0.0003391577,0.08356577,0.0001509149],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9765288,0.00229792,9.707456e-7,0.000605003,0.0008291379,0.0002104103,0.000002913955,0.00009320582,0.0194317],"genre_scores_gemma":[0.9944987,0.00005362218,0.0001947384,0.0001510692,0.0004768216,0.00001532485,2.133087e-7,0.000009017104,0.004600444],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07059257,"threshold_uncertainty_score":0.442954,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01408964036110926,"score_gpt":0.3164710832599682,"score_spread":0.3023814428988589,"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."}}