{"id":"W2291128500","doi":"10.5539/ies.v9n2p111","title":"The Implementation of Team-Based Discovery Learning to Improve Students’ Ability in Writing Research Proposal","year":2016,"lang":"en","type":"article","venue":"International Education Studies","topic":"Education and Critical Thinking Development","field":"Social Sciences","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Variety (cybernetics); Class (philosophy); Process (computing); Action research; Computer science; Discovery learning; Psychology; Syntax; Mathematics education; Pedagogy; Artificial intelligence","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":[0.004434633,0.00005784414,0.00008192292,0.0001509816,0.0004926184,0.0001255398,0.0003293187,0.00002214247,0.00004716984],"category_scores_gemma":[0.005662338,0.00003777187,0.00002771459,0.0002840667,0.0003091865,0.0002189106,0.0000985443,0.0001062544,0.0000188903],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007775842,"about_ca_system_score_gemma":0.001373425,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008589064,"about_ca_topic_score_gemma":0.001987256,"domain_scores_codex":[0.9978775,0.0004142565,0.0003614061,0.0001970105,0.0009383212,0.0002114607],"domain_scores_gemma":[0.9962536,0.001445362,0.00007943952,0.00009313937,0.002082911,0.00004558518],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.00003207016,0.000307883,0.7113384,0.00001620847,0.00004728918,1.047007e-7,0.04681597,0.000003304534,0.001005464,0.108878,0.001859901,0.1296954],"study_design_scores_gemma":[0.0003920189,0.00007070789,0.4009344,0.0002467599,0.000004532988,9.83473e-8,0.5085921,0.000001576248,0.002207585,0.03281125,0.05460632,0.0001327039],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9284115,0.00008675932,0.0001499856,0.06757957,0.001797635,0.0003801196,0.000002774963,0.00001494751,0.00157668],"genre_scores_gemma":[0.9957067,0.0001091003,0.0006899968,0.0002062965,0.0001913193,0.0003194311,0.000002094715,0.00000463977,0.002770388],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4617761,"threshold_uncertainty_score":0.6778756,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08358806202302446,"score_gpt":0.5439772714385389,"score_spread":0.4603892094155144,"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."}}